Associations

[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.

Associations

[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.

city

MISSING:

---

405

14%

-

Красноярск

228

8%

-

Иркутск

205

7%

-

Санкт-Петербург

138

5%

-

Томск

136

5%

-

Петрозаводск

127

4%

-

Екатеринбург

97

3%

-

Нижний Новгород

94

3%

-

Кемерово

82

3%

-

Белгород

81

3%

-

Курск

81

3%

-

Новосибирск

75

3%

-

Омск

64

2%

-

Калуга

62

2%

-

Саратов

62

2%

-

Брянск

56

2%

-

Пермь

56

2%

-

Москва

47

2%

-

Уфа

46

2%

-

Тюмень

40

1%

-

Челябинск

40

1%

-

Сургут

36

1%

-

Ангарск

33

1%

-

Барнаул

33

1%

-

Ярославль

31

1%

-

Самара

30

1%

-

Калининград

30

1%

-

Новокузнецк

27

<1%

-

Орёл

26

<1%

-

Орел

24

<1%

-

Железногорск

22

<1%

-

Сыктывкар

21

<1%

-

Ижевск

19

<1%

-

Анапа

19

<1%

-

Смоленск

17

<1%

-

Иваново

16

<1%

-

Ростов-на-Дону

15

<1%

-

Краснодар

14

<1%

-

Владивосток

14

<1%

-

Череповец

13

<1%

-

Обнинск

11

<1%

-

Ухта

11

<1%

-

Казань

10

<1%

-

Липецк

9

<1%

-

Усть-Илимск

9

<1%

-

Волгоград

8

<1%

-

Киров

8

<1%

-

Ачинск

8

<1%

-

Тула

7

<1%

-

Нижний Тагил

7

<1%

-

Норильск

7

<1%

-

Воронеж

7

<1%

-

Миасс

6

<1%

-

Реутов

6

<1%

-

Каневская

6

<1%

-

Бийск

6

<1%

-

Вологда

6

<1%

-

Магнитогорск

5

<1%

-

Ханты-Мансийск

5

<1%

-

Яблоновский

4

<1%

-

Кингисепп

166

6%

-

(Other)

floor

MISSING:

---

TOP CATEGORIES

nan

1,301

44%

1.0

591

20%

1

391

13%

-1.0

102

3%

2.0

99

3%

2

66

2%

4.0

48

2%

3.0

48

2%

цоколь

37

1%

3

34

1%

5.0

27

<1%

подвал

26

<1%

4

17

<1%

6

15

<1%

5

13

<1%

1,2

13

<1%

0.0

12

<1%

(Other)

134

5%

ALL

2,974

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

floor
PROVIDES INFORMATION ON...

price_type

1.00

osm_building_points_in_0.001

0.14

osm_train_stop_points_in_0.005

0.13

region

0.12

realty_type

0.10

osm_train_stop_points_in_0.0075

0.10

osm_offices_points_in_0.001

0.09

date

0.07

osm_culture_points_in_0.001

0.06

osm_finance_points_in_0.001

0.05

THESE FEATURES
GIVE INFORMATION
ON floor:

region

0.20

date

0.09

realty_type

0.05

osm_offices_points_in_0.001

0.03

osm_finance_points_in_0.001

0.01

osm_train_stop_points_in_0.0075

0.01

osm_culture_points_in_0.001

0.01

osm_train_stop_points_in_0.005

0.01

osm_building_points_in_0.001

0.01

price_type

-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

floor
CORRELATION RATIO WITH...

osm_city_nearest_population

0.37

total_square

0.31

reform_mean_floor_count_500

0.31

osm_transport_stop_closest_dist

0.27

lng

0.26

reform_count_of_houses_1000

0.25

reform_count_of_houses_500

0.25

osm_train_stop_points_in_0.01

0.24

osm_finance_points_in_0.0075

0.23

osm_crossing_points_in_0.0075

0.23

osm_crossing_points_in_0.01

0.23

osm_crossing_points_in_0.005

0.23

osm_transport_stop_points_in_0.0075

0.23

reform_mean_year_building_500

0.23

id

MISSING:

---

1

<1%

-

COL_289284

1

<1%

-

COL_405303

1

<1%

-

COL_404736

1

<1%

-

COL_404745

1

<1%

-

COL_404784

1

<1%

-

COL_404872

1

<1%

-

COL_405059

1

<1%

-

COL_405127

1

<1%

-

COL_405143

1

<1%

-

COL_405156

1

<1%

-

COL_405235

1

<1%

-

COL_405345

1

<1%

-

COL_403161

1

<1%

-

COL_405398

1

<1%

-

COL_405399

1

<1%

-

COL_405507

1

<1%

-

COL_405529

1

<1%

-

COL_405658

1

<1%

-

COL_405666

1

<1%

-

COL_405711

1

<1%

-

COL_405811

1

<1%

-

COL_405951

1

<1%

-

COL_404651

1

<1%

-

COL_404620

1

<1%

-

COL_404576

1

<1%

-

COL_404491

1

<1%

-

COL_403165

1

<1%

-

COL_403242

1

<1%

-

COL_403418

1

<1%

-

COL_403560

1

<1%

-

COL_403564

1

<1%

-

COL_403610

1

<1%

-

COL_403634

1

<1%

-

COL_403737

1

<1%

-

COL_403848

1

<1%

-

COL_403854

1

<1%

-

COL_403937

1

<1%

-

COL_404130

1

<1%

-

COL_404143

1

<1%

-

COL_404183

1

<1%

-

COL_404215

1

<1%

-

COL_404333

1

<1%

-

COL_404345

1

<1%

-

COL_404438

1

<1%

-

COL_404439

1

<1%

-

COL_406025

1

<1%

-

COL_406081

1

<1%

-

COL_406092

1

<1%

-

COL_407064

1

<1%

-

COL_407262

1

<1%

-

COL_407274

1

<1%

-

COL_407301

1

<1%

-

COL_407334

1

<1%

-

COL_407372

1

<1%

-

COL_407383

1

<1%

-

COL_407391

1

<1%

-

COL_407415

1

<1%

-

COL_407480

1

<1%

-

COL_407570

1

<1%

-

COL_407627

2,914

98%

-

(Other)

osm_amenity_points_in_0.001

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_shops_points_in_0.001

0.92

osm_catering_points_in_0.001

0.80

osm_amenity_points_in_0.005

0.79

osm_shops_points_in_0.005

0.77

osm_amenity_points_in_0.0075

0.76

osm_shops_points_in_0.0075

0.75

osm_amenity_points_in_0.01

0.74

osm_shops_points_in_0.01

0.74

osm_catering_points_in_0.005

0.74

osm_catering_points_in_0.0075

0.72

osm_catering_points_in_0.01

0.71

osm_offices_points_in_0.005

0.70

osm_offices_points_in_0.0075

0.70

osm_offices_points_in_0.01

0.70

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.65

osm_offices_points_in_0.001

0.56

osm_culture_points_in_0.001

0.45

osm_finance_points_in_0.001

0.41

osm_building_points_in_0.001

0.31

osm_train_stop_points_in_0.0075

0.30

floor

0.19

osm_train_stop_points_in_0.005

0.17

date

0.08

realty_type

0.07

price_type

0.00

MOST FREQUENT VALUES

0

855

28.7%

1

563

18.9%

2

352

11.8%

3

291

9.8%

4

205

6.9%

5

151

5.1%

6

97

3.3%

7

53

1.8%

9

47

1.6%

10

44

1.5%

12

43

1.4%

8

42

1.4%

11

33

1.1%

14

31

1.0%

18

29

1.0%

SMALLEST VALUES

0

855

28.7%

1

563

18.9%

2

352

11.8%

3

291

9.8%

4

205

6.9%

5

151

5.1%

6

97

3.3%

7

53

1.8%

8

42

1.4%

9

47

1.6%

10

44

1.5%

11

33

1.1%

12

43

1.4%

13

21

0.7%

14

31

1.0%

LARGEST VALUES

47

1

<0.1%

36

1

<0.1%

31

2

<0.1%

30

1

<0.1%

29

5

0.2%

28

2

<0.1%

27

2

<0.1%

26

1

<0.1%

25

4

0.1%

24

5

0.2%

23

3

0.1%

22

5

0.2%

21

13

0.4%

20

6

0.2%

19

22

0.7%

osm_amenity_points_in_0.005

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_amenity_points_in_0.0075

0.98

osm_shops_points_in_0.005

0.98

osm_shops_points_in_0.0075

0.97

osm_amenity_points_in_0.01

0.97

osm_catering_points_in_0.005

0.96

osm_shops_points_in_0.01

0.96

osm_catering_points_in_0.0075

0.95

osm_catering_points_in_0.01

0.94

osm_offices_points_in_0.0075

0.94

osm_offices_points_in_0.005

0.93

osm_offices_points_in_0.01

0.93

osm_healthcare_points_in_0.01

0.91

osm_healthcare_points_in_0.0075

0.89

osm_hotels_points_in_0.01

0.89

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.82

osm_offices_points_in_0.001

0.57

osm_culture_points_in_0.001

0.39

osm_finance_points_in_0.001

0.34

osm_train_stop_points_in_0.0075

0.34

osm_building_points_in_0.001

0.34

floor

0.22

osm_train_stop_points_in_0.005

0.21

date

0.09

realty_type

0.06

price_type

0.00

MOST FREQUENT VALUES

5

67

2.3%

23

60

2.0%

13

58

2.0%

6

56

1.9%

24

55

1.8%

11

53

1.8%

28

52

1.7%

15

52

1.7%

14

52

1.7%

17

51

1.7%

3

51

1.7%

32

51

1.7%

10

48

1.6%

26

48

1.6%

31

48

1.6%

SMALLEST VALUES

0

26

0.9%

1

32

1.1%

2

43

1.4%

3

51

1.7%

4

46

1.5%

5

67

2.3%

6

56

1.9%

7

46

1.5%

8

41

1.4%

9

44

1.5%

10

48

1.6%

11

53

1.8%

12

47

1.6%

13

58

2.0%

14

52

1.7%

LARGEST VALUES

446

8

0.3%

434

2

<0.1%

424

1

<0.1%

410

1

<0.1%

406

2

<0.1%

405

1

<0.1%

402

2

<0.1%

401

1

<0.1%

398

1

<0.1%

395

1

<0.1%

392

1

<0.1%

390

1

<0.1%

389

4

0.1%

388

2

<0.1%

386

1

<0.1%

osm_amenity_points_in_0.0075

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_amenity_points_in_0.01

0.99

osm_shops_points_in_0.0075

0.98

osm_amenity_points_in_0.005

0.98

osm_shops_points_in_0.01

0.98

osm_catering_points_in_0.0075

0.97

osm_catering_points_in_0.01

0.97

osm_offices_points_in_0.01

0.96

osm_offices_points_in_0.0075

0.96

osm_catering_points_in_0.005

0.96

osm_shops_points_in_0.005

0.95

osm_healthcare_points_in_0.01

0.93

osm_offices_points_in_0.005

0.93

osm_hotels_points_in_0.01

0.92

osm_hotels_points_in_0.0075

0.92

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.83

osm_offices_points_in_0.001

0.56

osm_culture_points_in_0.001

0.38

osm_train_stop_points_in_0.0075

0.33

osm_building_points_in_0.001

0.33

osm_finance_points_in_0.001

0.32

floor

0.21

osm_train_stop_points_in_0.005

0.19

date

0.09

realty_type

0.06

price_type

0.00

MOST FREQUENT VALUES

23

41

1.4%

64

39

1.3%

17

37

1.2%

6

33

1.1%

20

33

1.1%

56

32

1.1%

75

32

1.1%

55

32

1.1%

7

31

1.0%

16

31

1.0%

9

31

1.0%

11

30

1.0%

59

30

1.0%

39

30

1.0%

22

29

1.0%

SMALLEST VALUES

0

2

<0.1%

1

6

0.2%

2

8

0.3%

3

9

0.3%

4

19

0.6%

5

9

0.3%

6

33

1.1%

7

31

1.0%

8

21

0.7%

9

31

1.0%

10

20

0.7%

11

30

1.0%

12

21

0.7%

13

25

0.8%

14

16

0.5%

LARGEST VALUES

855

1

<0.1%

854

1

<0.1%

853

1

<0.1%

851

1

<0.1%

848

1

<0.1%

818

3

0.1%

817

1

<0.1%

813

1

<0.1%

811

1

<0.1%

806

1

<0.1%

804

1

<0.1%

803

1

<0.1%

802

1

<0.1%

800

3

0.1%

799

1

<0.1%

osm_amenity_points_in_0.01

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_amenity_points_in_0.0075

0.99

osm_shops_points_in_0.01

0.99

osm_catering_points_in_0.01

0.98

osm_shops_points_in_0.0075

0.97

osm_catering_points_in_0.0075

0.97

osm_offices_points_in_0.01

0.97

osm_amenity_points_in_0.005

0.97

osm_offices_points_in_0.0075

0.96

osm_catering_points_in_0.005

0.95

osm_healthcare_points_in_0.01

0.94

osm_shops_points_in_0.005

0.93

osm_hotels_points_in_0.01

0.93

osm_hotels_points_in_0.0075

0.92

osm_offices_points_in_0.005

0.92

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.84

osm_offices_points_in_0.001

0.56

osm_culture_points_in_0.001

0.38

osm_train_stop_points_in_0.0075

0.32

osm_building_points_in_0.001

0.32

osm_finance_points_in_0.001

0.30

floor

0.20

osm_train_stop_points_in_0.005

0.19

date

0.09

realty_type

0.06

price_type

0.00

MOST FREQUENT VALUES

95

26

0.9%

38

25

0.8%

12

25

0.8%

44

24

0.8%

41

23

0.8%

60

23

0.8%

62

23

0.8%

15

22

0.7%

24

22

0.7%

135

22

0.7%

87

21

0.7%

73

21

0.7%

97

21

0.7%

115

21

0.7%

90

21

0.7%

SMALLEST VALUES

0

1

<0.1%

1

3

0.1%

2

7

0.2%

4

6

0.2%

6

4

0.1%

7

8

0.3%

8

10

0.3%

9

0.3%

10

14

0.5%

11

10

0.3%

12

25

0.8%

13

0.4%

14

10

0.3%

15

22

0.7%

16

19

0.6%

LARGEST VALUES

1375

1

<0.1%

1352

1

<0.1%

1351

2

<0.1%

1348

1

<0.1%

1347

1

<0.1%

1341

2

<0.1%

1338

1

<0.1%

1334

1

<0.1%

1331

1

<0.1%

1329

1

<0.1%

1328

2

<0.1%

1327

1

<0.1%

1325

2

<0.1%

1321

3

0.1%

1317

4

0.1%

osm_building_points_in_0.001

MISSING:

---

TOP CATEGORIES

0

2,906

98%

1

56

2%

2

9

<1%

4

3

<1%

ALL

2,974

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

osm_building_points_in_0.001
PROVIDES INFORMATION ON...

price_type

1.00

osm_train_stop_points_in_0.005

0.05

osm_culture_points_in_0.001

0.04

osm_finance_points_in_0.001

0.03

osm_train_stop_points_in_0.0075

0.03

osm_offices_points_in_0.001

0.02

region

0.01

floor

0.01

date

0.00

realty_type

0.00

THESE FEATURES
GIVE INFORMATION
ON osm_building_points_in_0.001:

region

0.31

osm_finance_points_in_0.001

0.14

floor

0.14

osm_offices_points_in_0.001

0.12

osm_culture_points_in_0.001

0.11

date

0.07

osm_train_stop_points_in_0.0075

0.06

osm_train_stop_points_in_0.005

0.06

realty_type

0.02

price_type

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

osm_building_points_in_0.001
CORRELATION RATIO WITH...

osm_healthcare_points_in_0.005

0.39

osm_healthcare_points_in_0.0075

0.37

osm_healthcare_points_in_0.01

0.35

osm_catering_points_in_0.005

0.35

osm_catering_points_in_0.0075

0.34

osm_hotels_points_in_0.01

0.34

osm_hotels_points_in_0.0075

0.34

osm_offices_points_in_0.0075

0.34

osm_amenity_points_in_0.005

0.34

osm_amenity_points_in_0.0075

0.33

osm_shops_points_in_0.005

0.33

osm_catering_points_in_0.01

0.33

osm_shops_points_in_0.0075

0.33

osm_building_points_in_0.005

0.33

osm_building_points_in_0.005

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_building_points_in_0.0075

0.95

osm_building_points_in_0.01

0.92

osm_hotels_points_in_0.01

0.26

osm_hotels_points_in_0.0075

0.26

osm_catering_points_in_0.0075

0.26

osm_hotels_points_in_0.005

0.26

osm_catering_points_in_0.005

0.26

osm_catering_points_in_0.01

0.25

osm_offices_points_in_0.005

0.25

osm_amenity_points_in_0.01

0.24

osm_amenity_points_in_0.005

0.24

osm_shops_points_in_0.01

0.24

osm_amenity_points_in_0.0075

0.24

osm_offices_points_in_0.01

0.24

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.40

osm_building_points_in_0.001

0.33

osm_train_stop_points_in_0.0075

0.25

osm_offices_points_in_0.001

0.21

floor

0.20

osm_train_stop_points_in_0.005

0.17

osm_culture_points_in_0.001

0.13

osm_finance_points_in_0.001

0.09

date

0.07

realty_type

0.01

price_type

0.00

MOST FREQUENT VALUES

0

2,475

83.2%

1

270

9.1%

2

91

3.1%

3

55

1.8%

5

18

0.6%

4

13

0.4%

8

12

0.4%

6

11

0.4%

7

10

0.3%

9

5

0.2%

10

4

0.1%

20

3

0.1%

13

2

<0.1%

11

2

<0.1%

16

1

<0.1%

SMALLEST VALUES

0

2,475

83.2%

1

270

9.1%

2

91

3.1%

3

55

1.8%

4

13

0.4%

5

18

0.6%

6

11

0.4%

7

10

0.3%

8

12

0.4%

9

5

0.2%

10

4

0.1%

11

2

<0.1%

13

2

<0.1%

16

1

<0.1%

20

3

0.1%

LARGEST VALUES

98

1

<0.1%

32

1

<0.1%

20

3

0.1%

16

1

<0.1%

13

2

<0.1%

11

2

<0.1%

10

4

0.1%

9

5

0.2%

8

12

0.4%

7

10

0.3%

6

11

0.4%

5

18

0.6%

4

13

0.4%

3

55

1.8%

2

91

3.1%

osm_building_points_in_0.0075

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_building_points_in_0.01

0.98

osm_building_points_in_0.005

0.95

osm_hotels_points_in_0.01

0.24

osm_hotels_points_in_0.0075

0.24

osm_catering_points_in_0.01

0.24

osm_catering_points_in_0.0075

0.23

osm_amenity_points_in_0.01

0.23

osm_shops_points_in_0.01

0.23

osm_hotels_points_in_0.005

0.23

osm_offices_points_in_0.01

0.23

osm_catering_points_in_0.005

0.22

osm_amenity_points_in_0.0075

0.22

osm_offices_points_in_0.0075

0.22

osm_shops_points_in_0.0075

0.22

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.36

osm_building_points_in_0.001

0.23

floor

0.17

osm_train_stop_points_in_0.0075

0.16

osm_offices_points_in_0.001

0.15

osm_train_stop_points_in_0.005

0.11

osm_culture_points_in_0.001

0.08

date

0.07

osm_finance_points_in_0.001

0.07

realty_type

0.01

price_type

0.00

MOST FREQUENT VALUES

0

2,196

73.8%

1

427

14.4%

2

108

3.6%

3

36

1.2%

5

34

1.1%

4

32

1.1%

6

31

1.0%

10

25

0.8%

11

24

0.8%

12

15

0.5%

7

14

0.5%

8

7

0.2%

9

6

0.2%

19

3

0.1%

13

3

0.1%

SMALLEST VALUES

0

2,196

73.8%

1

427

14.4%

2

108

3.6%

3

36

1.2%

4

32

1.1%

5

34

1.1%

6

31

1.0%

7

14

0.5%

8

7

0.2%

9

6

0.2%

10

25

0.8%

11

24

0.8%

12

15

0.5%

13

3

0.1%

14

1

<0.1%

LARGEST VALUES

247

1

<0.1%

64

1

<0.1%

41

1

<0.1%

32

1

<0.1%

31

2

<0.1%

27

2

<0.1%

22

2

<0.1%

19

3

0.1%

16

2

<0.1%

14

1

<0.1%

13

3

0.1%

12

15

0.5%

11

24

0.8%

10

25

0.8%

9

6

0.2%

osm_building_points_in_0.01

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_building_points_in_0.0075

0.98

osm_building_points_in_0.005

0.92

osm_hotels_points_in_0.01

0.24

osm_catering_points_in_0.01

0.24

osm_hotels_points_in_0.0075

0.24

osm_catering_points_in_0.0075

0.23

osm_shops_points_in_0.01

0.23

osm_amenity_points_in_0.01

0.23

osm_offices_points_in_0.01

0.23

osm_healthcare_points_in_0.01

0.23

osm_offices_points_in_0.0075

0.22

osm_hotels_points_in_0.005

0.22

osm_amenity_points_in_0.0075

0.22

osm_catering_points_in_0.005

0.22

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.33

osm_building_points_in_0.001

0.20

floor

0.13

osm_offices_points_in_0.001

0.12

osm_train_stop_points_in_0.0075

0.12

osm_culture_points_in_0.001

0.09

osm_finance_points_in_0.001

0.08

date

0.07

osm_train_stop_points_in_0.005

0.07

realty_type

0.01

price_type

0.00

MOST FREQUENT VALUES

0

1,938

65.2%

1

478

16.1%

2

189

6.4%

3

98

3.3%

4

30

1.0%

5

28

0.9%

15

27

0.9%

11

23

0.8%

6

23

0.8%

7

18

0.6%

16

0.5%

9

14

0.5%

8

14

0.5%

10

11

0.4%

19

10

0.3%

SMALLEST VALUES

0

1,938

65.2%

1

478

16.1%

2

189

6.4%

3

98

3.3%

4

30

1.0%

5

28

0.9%

6

23

0.8%

7

18

0.6%

8

14

0.5%

9

14

0.5%

10

11

0.4%

11

23

0.8%

12

8

0.3%

13

8

0.3%

14

8

0.3%

LARGEST VALUES

490

1

<0.1%

85

1

<0.1%

54

1

<0.1%

52

1

<0.1%

50

2

<0.1%

29

1

<0.1%

28

2

<0.1%

24

2

<0.1%

22

2

<0.1%

21

1

<0.1%

20

8

0.3%

19

10

0.3%

18

5

0.2%

17

6

0.2%

16

0.5%

osm_catering_points_in_0.001

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_amenity_points_in_0.001

0.80

osm_catering_points_in_0.005

0.74

osm_catering_points_in_0.0075

0.73

osm_catering_points_in_0.01

0.72

osm_amenity_points_in_0.005

0.71

osm_amenity_points_in_0.0075

0.71

osm_amenity_points_in_0.01

0.71

osm_hotels_points_in_0.01

0.68

osm_hotels_points_in_0.005

0.68

osm_hotels_points_in_0.0075

0.68

osm_shops_points_in_0.01

0.67

osm_offices_points_in_0.01

0.67

osm_offices_points_in_0.0075

0.67

osm_shops_points_in_0.0075

0.67

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.60

osm_offices_points_in_0.001

0.53

osm_culture_points_in_0.001

0.47

osm_building_points_in_0.001

0.27

osm_train_stop_points_in_0.0075

0.24

floor

0.22

osm_finance_points_in_0.001

0.22

osm_train_stop_points_in_0.005

0.17

date

0.07

realty_type

0.04

price_type

0.00

MOST FREQUENT VALUES

0

2,000

67.2%

1

477

16.0%

2

189

6.4%

3

85

2.9%

4

57

1.9%

5

47

1.6%

8

27

0.9%

6

26

0.9%

7

22

0.7%

10

0.3%

11

8

0.3%

9

7

0.2%

17

5

0.2%

12

4

0.1%

14

3

0.1%

SMALLEST VALUES

0

2,000

67.2%

1

477

16.0%

2

189

6.4%

3

85

2.9%

4

57

1.9%

5

47

1.6%

6

26

0.9%

7

22

0.7%

8

27

0.9%

9

7

0.2%

10

0.3%

11

8

0.3%

12

4

0.1%

13

1

<0.1%

14

3

0.1%

LARGEST VALUES

20

1

<0.1%

17

5

0.2%

16

3

0.1%

15

2

<0.1%

14

3

0.1%

13

1

<0.1%

12

4

0.1%

11

8

0.3%

10

0.3%

9

7

0.2%

8

27

0.9%

7

22

0.7%

6

26

0.9%

5

47

1.6%

4

57

1.9%

osm_catering_points_in_0.005

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_catering_points_in_0.0075

0.98

osm_catering_points_in_0.01

0.97

osm_amenity_points_in_0.005

0.96

osm_amenity_points_in_0.0075

0.96

osm_amenity_points_in_0.01

0.95

osm_offices_points_in_0.0075

0.94

osm_offices_points_in_0.01

0.94

osm_hotels_points_in_0.01

0.94

osm_offices_points_in_0.005

0.93

osm_hotels_points_in_0.0075

0.93

osm_shops_points_in_0.0075

0.93

osm_shops_points_in_0.01

0.92

osm_hotels_points_in_0.005

0.92

osm_shops_points_in_0.005

0.92

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.83

osm_offices_points_in_0.001

0.57

osm_culture_points_in_0.001

0.38

osm_train_stop_points_in_0.0075

0.37

osm_building_points_in_0.001

0.35

osm_finance_points_in_0.001

0.30

floor

0.23

osm_train_stop_points_in_0.005

0.22

date

0.09

realty_type

0.06

price_type

0.00

MOST FREQUENT VALUES

0

475

16.0%

1

317

10.7%

2

231

7.8%

3

228

7.7%

4

203

6.8%

5

169

5.7%

6

163

5.5%

7

120

4.0%

8

113

3.8%

9

98

3.3%

10

73

2.5%

12

54

1.8%

11

50

1.7%

13

49

1.6%

14

42

1.4%

SMALLEST VALUES

0

475

16.0%

1

317

10.7%

2

231

7.8%

3

228

7.7%

4

203

6.8%

5

169

5.7%

6

163

5.5%

7

120

4.0%

8

113

3.8%

9

98

3.3%

10

73

2.5%

11

50

1.7%

12

54

1.8%

13

49

1.6%

14

42

1.4%

LARGEST VALUES

166

8

0.3%

163

2

<0.1%

159

1

<0.1%

158

1

<0.1%

157

2

<0.1%

156

1

<0.1%

155

2

<0.1%

154

1

<0.1%

153

1

<0.1%

152

3

0.1%

151

3

0.1%

149

3

0.1%

147

2

<0.1%

146

2

<0.1%

145

1

<0.1%

osm_catering_points_in_0.0075

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_catering_points_in_0.01

0.99

osm_catering_points_in_0.005

0.98

osm_amenity_points_in_0.0075

0.97

osm_amenity_points_in_0.01

0.97

osm_offices_points_in_0.01

0.97

osm_hotels_points_in_0.01

0.96

osm_offices_points_in_0.0075

0.96

osm_hotels_points_in_0.0075

0.96

osm_amenity_points_in_0.005

0.95

osm_shops_points_in_0.01

0.95

osm_shops_points_in_0.0075

0.94

osm_hotels_points_in_0.005

0.93

osm_offices_points_in_0.005

0.93

osm_healthcare_points_in_0.01

0.91

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.84

osm_offices_points_in_0.001

0.57

osm_culture_points_in_0.001

0.38

osm_train_stop_points_in_0.0075

0.36

osm_building_points_in_0.001

0.34

osm_finance_points_in_0.001

0.28

floor

0.21

osm_train_stop_points_in_0.005

0.20

date

0.09

realty_type

0.06

price_type

0.00

MOST FREQUENT VALUES

0

261

8.8%

1

185

6.2%

4

138

4.6%

2

137

4.6%

3

135

4.5%

9

134

4.5%

8

126

4.2%

6

121

4.1%

10

116

3.9%

5

112

3.8%

12

95

3.2%

7

90

3.0%

11

79

2.7%

13

75

2.5%

14

75

2.5%

SMALLEST VALUES

0

261

8.8%

1

185

6.2%

2

137

4.6%

3

135

4.5%

4

138

4.6%

5

112

3.8%

6

121

4.1%

7

90

3.0%

8

126

4.2%

9

134

4.5%

10

116

3.9%

11

79

2.7%

12

95

3.2%

13

75

2.5%

14

75

2.5%

LARGEST VALUES

318

1

<0.1%

317

1

<0.1%

316

2

<0.1%

314

3

0.1%

313

1

<0.1%

310

2

<0.1%

305

1

<0.1%

302

1

<0.1%

301

9

0.3%

296

3

0.1%

295

1

<0.1%

294

1

<0.1%

293

2

<0.1%

292

1

<0.1%

291

1

<0.1%

osm_catering_points_in_0.01

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_catering_points_in_0.0075

0.99

osm_amenity_points_in_0.01

0.98

osm_hotels_points_in_0.01

0.97

osm_offices_points_in_0.01

0.97

osm_catering_points_in_0.005

0.97

osm_amenity_points_in_0.0075

0.97

osm_hotels_points_in_0.0075

0.97

osm_offices_points_in_0.0075

0.96

osm_shops_points_in_0.01

0.95

osm_hotels_points_in_0.005

0.94

osm_amenity_points_in_0.005

0.94

osm_shops_points_in_0.0075

0.93

osm_offices_points_in_0.005

0.92

osm_healthcare_points_in_0.01

0.91

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.85

osm_offices_points_in_0.001

0.56

osm_culture_points_in_0.001

0.38

osm_train_stop_points_in_0.0075

0.34

osm_building_points_in_0.001

0.33

osm_finance_points_in_0.001

0.27

floor

0.20

osm_train_stop_points_in_0.005

0.20

date

0.09

realty_type

0.06

price_type

0.00

MOST FREQUENT VALUES

0

150

5.0%

2

127

4.3%

1

121

4.1%

7

102

3.4%

6

98

3.3%

8

96

3.2%

4

90

3.0%

5

85

2.9%

11

84

2.8%

10

78

2.6%

9

77

2.6%

12

74

2.5%

3

74

2.5%

18

65

2.2%

21

61

2.1%

SMALLEST VALUES

0

150

5.0%

1

121

4.1%

2

127

4.3%

3

74

2.5%

4

90

3.0%

5

85

2.9%

6

98

3.3%

7

102

3.4%

8

96

3.2%

9

77

2.6%

10

78

2.6%

11

84

2.8%

12

74

2.5%

13

57

1.9%

14

59

2.0%

LARGEST VALUES

515

1

<0.1%

506

1

<0.1%

505

6

0.2%

500

3

0.1%

498

2

<0.1%

492

1

<0.1%

491

1

<0.1%

490

1

<0.1%

486

1

<0.1%

485

2

<0.1%

484

4

0.1%

483

4

0.1%

482

1

<0.1%

479

1

<0.1%

478

1

<0.1%

osm_city_closest_dist

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_subway_closest_dist

0.20

osm_train_stop_closest_dist

0.16

osm_transport_stop_points_in_0.01

-0.16

osm_crossing_points_in_0.01

-0.15

osm_transport_stop_points_in_0.0075

-0.14

osm_crossing_points_in_0.0075

-0.14

reform_count_of_houses_1000

-0.14

osm_finance_points_in_0.01

-0.13

osm_crossing_points_in_0.005

-0.12

reform_house_population_1000

-0.12

lat

0.12

osm_transport_stop_points_in_0.005

-0.12

osm_finance_points_in_0.0075

-0.11

osm_healthcare_points_in_0.01

-0.11

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.43

date

0.10

floor

0.10

realty_type

0.08

osm_offices_points_in_0.001

0.07

osm_culture_points_in_0.001

0.04

osm_train_stop_points_in_0.005

0.03

osm_finance_points_in_0.001

0.03

osm_train_stop_points_in_0.0075

0.03

osm_building_points_in_0.001

0.02

price_type

0.00

MOST FREQUENT VALUES

2.229115745710773

12

0.4%

3.3260127759879627

8

0.3%

1.1931973272762029

8

0.3%

0.8912507170157798

7

0.2%

39.46601304498051

7

0.2%

117.27359394876623

6

0.2%

8.250441370424737

6

0.2%

4.965563097224226

6

0.2%

4.218204326308698

6

0.2%

1.7816826511360604

6

0.2%

1.597175484843972

6

0.2%

5.153929044804569

5

0.2%

5.0866384332603936

5

0.2%

3.4673809715873154

5

0.2%

2.9052701945634736

5

0.2%

SMALLEST VALUES

0.0179615343199407

1

<0.1%

0.0208321112722108

1

<0.1%

0.0349897490783814

1

<0.1%

0.0851067264747191

1

<0.1%

0.0856250933700499

1

<0.1%

0.0885676730930492

1

<0.1%

0.0951382083545769

1

<0.1%

0.1045869703073704

2

<0.1%

0.1088085114934172

1

<0.1%

0.1218331975962029

1

<0.1%

0.1218890546124991

1

<0.1%

0.1261177220519637

2

<0.1%

0.1301378477649281

1

<0.1%

0.1416493158899457

2

<0.1%

0.161773372570146

1

<0.1%

LARGEST VALUES

517.8818562648066

1

<0.1%

335.93649822161734

1

<0.1%

334.24309171069234

1

<0.1%

306.43803848128533

1

<0.1%

270.3039685959726

1

<0.1%

256.7203292154863

1

<0.1%

256.2936350571072

1

<0.1%

256.2872635828616

1

<0.1%

256.110036512092

1

<0.1%

256.0506482931629

1

<0.1%

255.9941490492876

1

<0.1%

255.59844054181343

1

<0.1%

255.56408899833136

1

<0.1%

255.513949514658

2

<0.1%

255.3114125679573

1

<0.1%

osm_city_nearest_name

MISSING:

---

420

14%

-

Красноярск

232

8%

-

Иркутск

206

7%

-

Санкт-Петербург

143

5%

-

Петрозаводск

139

5%

-

Томск

129

4%

-

Екатеринбург

101

3%

-

Нижний Новгород

96

3%

-

Кемерово

83

3%

-

Курск

83

3%

-

Белгород

80

3%

-

Новосибирск

75

3%

-

Омск

69

2%

-

Брянск

69

2%

-

Орёл

65

2%

-

Калуга

62

2%

-

Саратов

57

2%

-

Пермь

47

2%

-

Уфа

46

2%

-

Тюмень

42

1%

-

Челябинск

40

1%

-

Сургут

39

1%

-

Ангарск

35

1%

-

Новокузнецк

34

1%

-

Ярославль

34

1%

-

Москва

33

1%

-

Сыктывкар

33

1%

-

Калининград

33

1%

-

Барнаул

32

1%

-

Самара

27

<1%

-

Краснодар

26

<1%

-

Смоленск

21

<1%

-

Ижевск

20

<1%

-

Новороссийск

18

<1%

-

Обнинск

17

<1%

-

Иваново

16

<1%

-

Ростов-на-Дону

14

<1%

-

Братск

14

<1%

-

Владивосток

14

<1%

-

Череповец

12

<1%

-

Казань

10

<1%

-

Липецк

9

<1%

-

Тула

9

<1%

-

Волгоград

8

<1%

-

Люберцы

8

<1%

-

Миасс

8

<1%

-

Киров

8

<1%

-

Ачинск

8

<1%

-

Бийск

8

<1%

-

Ханты-Мансийск

7

<1%

-

Долгопрудный

7

<1%

-

Нижний Тагил

7

<1%

-

Норильск

7

<1%

-

Нижневартовск

7

<1%

-

Воронеж

6

<1%

-

Вологда

6

<1%

-

Магнитогорск

4

<1%

-

Энгельс

4

<1%

-

Пушкин

4

<1%

-

Псков

4

<1%

-

Новочеркасск

79

3%

-

(Other)

osm_city_nearest_population

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_healthcare_points_in_0.01

0.62

osm_catering_points_in_0.01

0.62

osm_catering_points_in_0.0075

0.61

osm_amenity_points_in_0.01

0.61

osm_offices_points_in_0.01

0.61

osm_leisure_points_in_0.01

0.60

osm_offices_points_in_0.0075

0.60

osm_amenity_points_in_0.0075

0.60

osm_catering_points_in_0.005

0.60

osm_healthcare_points_in_0.0075

0.59

osm_shops_points_in_0.01

0.59

osm_hotels_points_in_0.01

0.59

osm_hotels_points_in_0.0075

0.59

osm_offices_points_in_0.005

0.58

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.86

osm_offices_points_in_0.001

0.40

floor

0.37

osm_culture_points_in_0.001

0.23

osm_train_stop_points_in_0.0075

0.23

osm_building_points_in_0.001

0.22

osm_train_stop_points_in_0.005

0.15

osm_finance_points_in_0.001

0.14

realty_type

0.09

date

0.09

price_type

0.00

MOST FREQUENT VALUES

1095286.0

420

14.1%

623562.0

232

7.8%

5381736.0

206

6.9%

280170.0

143

4.8%

576624.0

139

4.7%

1468833.0

129

4.3%

1252236.0

101

3.4%

558662.0

96

3.2%

443212.0

83

2.8%

384425.0

83

2.8%

1625600.0

80

2.7%

1164815.0

75

2.5%

406553.0

69

2.3%

319550.0

69

2.3%

342936.0

65

2.2%

SMALLEST VALUES

44389.0

3

0.1%

92602.0

1

<0.1%

97366.0

1

<0.1%

97910.0

1

<0.1%

98063.0

2

<0.1%

98788.0

7

0.2%

98886.0

3

0.1%

101466.0

8

0.3%

104237.0

3

0.1%

105264.0

8

0.3%

106007.0

1

<0.1%

106516.0

3

0.1%

109139.0

1

<0.1%

112674.0

4

0.1%

117419.0

18

0.6%

LARGEST VALUES

12630289.0

34

1.1%

5381736.0

206

6.9%

1625600.0

80

2.7%

1468833.0

129

4.3%

1405000.0

27

0.9%

1252236.0

101

3.4%

1251969.0

12

0.4%

1196680.0

42

1.4%

1164815.0

75

2.5%

1156644.0

32

1.1%

1128787.0

47

1.6%

1114806.0

16

0.5%

1095286.0

420

14.1%

1055397.0

57

1.9%

1023570.0

7

0.2%

osm_crossing_closest_dist

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_crossing_points_in_0.005

-0.34

osm_crossing_points_in_0.0075

-0.33

osm_crossing_points_in_0.01

-0.33

osm_crossing_points_in_0.001

-0.29

osm_transport_stop_points_in_0.01

-0.24

osm_transport_stop_points_in_0.0075

-0.23

osm_transport_stop_closest_dist

0.22

osm_finance_points_in_0.01

-0.21

osm_finance_points_in_0.0075

-0.21

reform_house_population_1000

-0.21

osm_finance_points_in_0.005

-0.20

osm_transport_stop_points_in_0.005

-0.19

osm_amenity_points_in_0.001

-0.18

osm_amenity_points_in_0.005

-0.18

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.39

floor

0.15

osm_finance_points_in_0.001

0.11

osm_offices_points_in_0.001

0.11

date

0.10

osm_culture_points_in_0.001

0.09

osm_building_points_in_0.001

0.06

realty_type

0.06

osm_train_stop_points_in_0.0075

0.05

osm_train_stop_points_in_0.005

0.02

price_type

0.00

MOST FREQUENT VALUES

0.0419303457627536

12

0.4%

1.1698829907540764

8

0.3%

0.0486547198040684

8

0.3%

0.0899287597077057

7

0.2%

0.0275941530018215

7

0.2%

0.2435769487823244

6

0.2%

0.0906684471500761

6

0.2%

0.0512544571166397

6

0.2%

0.0781113937435715

6

0.2%

0.047843670866019

6

0.2%

0.1849932493607772

6

0.2%

0.3369350303200636

5

0.2%

0.1999988257870158

5

0.2%

0.2439921336393407

5

0.2%

0.1191294018647453

5

0.2%

SMALLEST VALUES

0.0012776469649856

1

<0.1%

0.0018101736930145

1

<0.1%

0.0022489443182146

1

<0.1%

0.0032840454022657

1

<0.1%

0.0036372659991119

1

<0.1%

0.0043116808930959

1

<0.1%

0.0045159367563929

1

<0.1%

0.0048364723149025

1

<0.1%

0.0050501858681132

1

<0.1%

0.0058885471140438

1

<0.1%

0.0068371558560442

1

<0.1%

0.0081168698815444

2

<0.1%

0.0081993536015721

1

<0.1%

0.008237702285559

4

0.1%

0.0085148488159795

1

<0.1%

LARGEST VALUES

4.733735836717121

1

<0.1%

4.336487662358734

1

<0.1%

4.226247363255871

1

<0.1%

3.044597269199172

2

<0.1%

2.421545373896147

1

<0.1%

2.3595708563326294

1

<0.1%

1.9736314881413264

1

<0.1%

1.8682189646322127

1

<0.1%

1.8494490404143689

4

0.1%

1.760836805907888

1

<0.1%

1.674092223555632

1

<0.1%

1.5819952543580411

1

<0.1%

1.5406719006171377

1

<0.1%

1.4952309153732732

1

<0.1%

1.4951008901062164

1

<0.1%

osm_crossing_points_in_0.001

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_crossing_points_in_0.005

0.46

osm_crossing_points_in_0.0075

0.42

osm_crossing_points_in_0.01

0.40

osm_crossing_closest_dist

-0.29

osm_amenity_points_in_0.001

0.25

osm_finance_points_in_0.01

0.24

osm_finance_points_in_0.0075

0.23

osm_amenity_points_in_0.0075

0.22

osm_amenity_points_in_0.01

0.22

osm_amenity_points_in_0.005

0.22

osm_catering_points_in_0.001

0.22

osm_transport_stop_points_in_0.01

0.22

osm_shops_points_in_0.001

0.22

osm_transport_stop_points_in_0.005

0.21

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.27

floor

0.17

osm_offices_points_in_0.001

0.15

osm_finance_points_in_0.001

0.13

osm_culture_points_in_0.001

0.13

osm_building_points_in_0.001

0.10

osm_train_stop_points_in_0.0075

0.07

realty_type

0.06

date

0.06

osm_train_stop_points_in_0.005

0.05

price_type

0.00

MOST FREQUENT VALUES

0

1,794

60.3%

1

472

15.9%

2

255

8.6%

4

171

5.7%

3

168

5.6%

5

52

1.7%

6

37

1.2%

7

11

0.4%

8

9

0.3%

9

4

0.1%

10

1

<0.1%

SMALLEST VALUES

0

1,794

60.3%

1

472

15.9%

2

255

8.6%

3

168

5.6%

4

171

5.7%

5

52

1.7%

6

37

1.2%

7

11

0.4%

8

9

0.3%

9

4

0.1%

10

1

<0.1%

LARGEST VALUES

10

1

<0.1%

9

4

0.1%

8

9

0.3%

7

11

0.4%

6

37

1.2%

5

52

1.7%

4

171

5.7%

3

168

5.6%

2

255

8.6%

1

472

15.9%

0

1,794

60.3%

osm_crossing_points_in_0.005

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_crossing_points_in_0.0075

0.94

osm_crossing_points_in_0.01

0.88

osm_finance_points_in_0.0075

0.60

osm_finance_points_in_0.01

0.60

osm_finance_points_in_0.005

0.57

osm_amenity_points_in_0.005

0.56

osm_amenity_points_in_0.0075

0.56

osm_amenity_points_in_0.01

0.54

osm_historic_points_in_0.01

0.54

osm_transport_stop_points_in_0.0075

0.52

osm_catering_points_in_0.005

0.52

osm_historic_points_in_0.0075

0.52

osm_shops_points_in_0.0075

0.52

osm_transport_stop_points_in_0.01

0.52

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.53

osm_offices_points_in_0.001

0.30

osm_culture_points_in_0.001

0.24

floor

0.23

osm_finance_points_in_0.001

0.23

osm_building_points_in_0.001

0.20

osm_train_stop_points_in_0.0075

0.13

realty_type

0.10

date

0.08

osm_train_stop_points_in_0.005

0.06

price_type

0.00

MOST FREQUENT VALUES

12

127

4.3%

0

125

4.2%

3

123

4.1%

13

115

3.9%

11

112

3.8%

1

112

3.8%

8

105

3.5%

5

98

3.3%

7

98

3.3%

10

97

3.3%

4

96

3.2%

6

94

3.2%

14

90

3.0%

2

88

3.0%

9

88

3.0%

SMALLEST VALUES

0

125

4.2%

1

112

3.8%

2

88

3.0%

3

123

4.1%

4

96

3.2%

5

98

3.3%

6

94

3.2%

7

98

3.3%

8

105

3.5%

9

88

3.0%

10

97

3.3%

11

112

3.8%

12

127

4.3%

13

115

3.9%

14

90

3.0%

LARGEST VALUES

90

2

<0.1%

78

1

<0.1%

74

5

0.2%

73

1

<0.1%

71

1

<0.1%

70

3

0.1%

69

3

0.1%

68

2

<0.1%

66

4

0.1%

65

1

<0.1%

64

6

0.2%

63

1

<0.1%

62

4

0.1%

61

1

<0.1%

60

2

<0.1%

osm_crossing_points_in_0.0075

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_crossing_points_in_0.01

0.97

osm_crossing_points_in_0.005

0.94

osm_finance_points_in_0.01

0.70

osm_finance_points_in_0.0075

0.68

osm_amenity_points_in_0.0075

0.66

osm_amenity_points_in_0.01

0.65

osm_amenity_points_in_0.005

0.65

osm_shops_points_in_0.0075

0.62

osm_finance_points_in_0.005

0.62

osm_transport_stop_points_in_0.01

0.62

osm_shops_points_in_0.01

0.62

osm_catering_points_in_0.0075

0.61

osm_transport_stop_points_in_0.0075

0.61

osm_catering_points_in_0.005

0.61

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.61

osm_offices_points_in_0.001

0.34

osm_culture_points_in_0.001

0.27

osm_building_points_in_0.001

0.24

floor

0.23

osm_finance_points_in_0.001

0.22

osm_train_stop_points_in_0.0075

0.17

realty_type

0.11

osm_train_stop_points_in_0.005

0.09

date

0.08

price_type

0.00

MOST FREQUENT VALUES

23

77

2.6%

26

64

2.2%

0

62

2.1%

35

62

2.1%

15

61

2.1%

14

58

2.0%

8

58

2.0%

11

56

1.9%

19

56

1.9%

6

56

1.9%

37

55

1.8%

27

55

1.8%

20

54

1.8%

24

52

1.7%

1

52

1.7%

SMALLEST VALUES

0

62

2.1%

1

52

1.7%

2

33

1.1%

3

38

1.3%

4

42

1.4%

5

38

1.3%

6

56

1.9%

7

39

1.3%

8

58

2.0%

9

49

1.6%

10

42

1.4%

11

56

1.9%

12

47

1.6%

13

43

1.4%

14

58

2.0%

LARGEST VALUES

160

2

<0.1%

154

1

<0.1%

151

1

<0.1%

150

1

<0.1%

140

1

<0.1%

137

2

<0.1%

133

4

0.1%

132

1

<0.1%

131

4

0.1%

130

4

0.1%

124

4

0.1%

123

1

<0.1%

122

3

0.1%

121

3

0.1%

119

7

0.2%

osm_crossing_points_in_0.01

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_crossing_points_in_0.0075

0.97

osm_crossing_points_in_0.005

0.88

osm_finance_points_in_0.01

0.75

osm_amenity_points_in_0.01

0.73

osm_amenity_points_in_0.0075

0.73

osm_finance_points_in_0.0075

0.72

osm_amenity_points_in_0.005

0.71

osm_shops_points_in_0.01

0.70

osm_shops_points_in_0.0075

0.69

osm_catering_points_in_0.0075

0.69

osm_catering_points_in_0.01

0.69

osm_offices_points_in_0.01

0.68

osm_transport_stop_points_in_0.01

0.68

osm_healthcare_points_in_0.01

0.68

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.66

osm_offices_points_in_0.001

0.38

osm_culture_points_in_0.001

0.31

osm_building_points_in_0.001

0.26

osm_finance_points_in_0.001

0.23

floor

0.23

osm_train_stop_points_in_0.0075

0.20

osm_train_stop_points_in_0.005

0.13

realty_type

0.11

date

0.08

price_type

0.00

MOST FREQUENT VALUES

11

47

1.6%

43

42

1.4%

0

42

1.4%

71

41

1.4%

30

40

1.3%

56

40

1.3%

18

39

1.3%

13

38

1.3%

47

37

1.2%

31

37

1.2%

52

37

1.2%

50

36

1.2%

35

1.2%

53

35

1.2%

45

35

1.2%

SMALLEST VALUES

0

42

1.4%

1

24

0.8%

2

23

0.8%

3

22

0.7%

4

18

0.6%

5

19

0.6%

6

26

0.9%

7

25

0.8%

8

33

1.1%

9

10

0.3%

10

29

1.0%

11

47

1.6%

12

35

1.2%

13

38

1.3%

14

29

1.0%

LARGEST VALUES

252

1

<0.1%

233

1

<0.1%

231

2

<0.1%

230

1

<0.1%

227

1

<0.1%

220

1

<0.1%

217

3

0.1%

215

3

0.1%

214

1

<0.1%

212

1

<0.1%

210

2

<0.1%

209

1

<0.1%

208

3

0.1%

206

2

<0.1%

205

3

0.1%

osm_culture_points_in_0.001

MISSING:

---

TOP CATEGORIES

0

2,736

92%

1

192

6%

2

24

<1%

3

14

<1%

4

<1%

5

2

<1%

8

1

<1%

12

1

<1%

ALL

2,974

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

osm_culture_points_in_0.001
PROVIDES INFORMATION ON...

price_type

1.00

osm_building_points_in_0.001

0.11

osm_offices_points_in_0.001

0.04

osm_finance_points_in_0.001

0.03

osm_train_stop_points_in_0.0075

0.03

osm_train_stop_points_in_0.005

0.02

region

0.02

floor

0.01

date

0.01

realty_type

0.00

THESE FEATURES
GIVE INFORMATION
ON osm_culture_points_in_0.001:

region

0.20

osm_offices_points_in_0.001

0.08

floor

0.06

osm_finance_points_in_0.001

0.05

date

0.05

osm_building_points_in_0.001

0.04

osm_train_stop_points_in_0.0075

0.02

realty_type

0.01

osm_train_stop_points_in_0.005

0.01

price_type

-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

osm_culture_points_in_0.001
CORRELATION RATIO WITH...

osm_culture_points_in_0.005

0.75

osm_culture_points_in_0.0075

0.68

osm_culture_points_in_0.01

0.63

osm_catering_points_in_0.001

0.47

osm_amenity_points_in_0.001

0.45

osm_historic_points_in_0.005

0.41

osm_historic_points_in_0.0075

0.41

osm_historic_points_in_0.01

0.39

osm_amenity_points_in_0.005

0.39

osm_catering_points_in_0.005

0.38

osm_amenity_points_in_0.0075

0.38

osm_amenity_points_in_0.01

0.38

osm_catering_points_in_0.0075

0.38

osm_catering_points_in_0.01

0.38

osm_culture_points_in_0.005

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_culture_points_in_0.0075

0.95

osm_culture_points_in_0.01

0.90

osm_amenity_points_in_0.01

0.57

osm_amenity_points_in_0.0075

0.57

osm_amenity_points_in_0.005

0.56

osm_catering_points_in_0.01

0.55

osm_catering_points_in_0.0075

0.55

osm_catering_points_in_0.005

0.54

osm_offices_points_in_0.01

0.52

osm_historic_points_in_0.01

0.51

osm_offices_points_in_0.0075

0.51

osm_historic_points_in_0.0075

0.51

osm_shops_points_in_0.01

0.51

osm_hotels_points_in_0.01

0.50

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

osm_culture_points_in_0.001

0.75

region

0.59

osm_offices_points_in_0.001

0.38

osm_train_stop_points_in_0.0075

0.18

osm_building_points_in_0.001

0.16

osm_finance_points_in_0.001

0.16

floor

0.14

osm_train_stop_points_in_0.005

0.10

date

0.08

realty_type

0.05

price_type

0.00

MOST FREQUENT VALUES

0

1,631

54.8%

1

437

14.7%

2

239

8.0%

3

139

4.7%

4

105

3.5%

5

87

2.9%

6

50

1.7%

9

47

1.6%

7

44

1.5%

8

32

1.1%

19

20

0.7%

10

19

0.6%

17

18

0.6%

14

0.5%

12

0.4%

SMALLEST VALUES

0

1,631

54.8%

1

437

14.7%

2

239

8.0%

3

139

4.7%

4

105

3.5%

5

87

2.9%

6

50

1.7%

7

44

1.5%

8

32

1.1%

9

47

1.6%

10

19

0.6%

11

7

0.2%

12

0.4%

13

10

0.3%

14

0.5%

LARGEST VALUES

157

1

<0.1%

99

1

<0.1%

79

1

<0.1%

48

2

<0.1%

40

1

<0.1%

31

1

<0.1%

29

6

0.2%

28

1

<0.1%

27

1

<0.1%

26

1

<0.1%

25

1

<0.1%

24

4

0.1%

23

3

0.1%

22

5

0.2%

21

1

<0.1%

osm_culture_points_in_0.0075

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_culture_points_in_0.01

0.97

osm_culture_points_in_0.005

0.95

osm_amenity_points_in_0.01

0.63

osm_amenity_points_in_0.0075

0.63

osm_catering_points_in_0.01

0.61

osm_catering_points_in_0.0075

0.61

osm_amenity_points_in_0.005

0.61

osm_catering_points_in_0.005

0.59

osm_offices_points_in_0.01

0.58

osm_offices_points_in_0.0075

0.57

osm_historic_points_in_0.01

0.57

osm_finance_points_in_0.01

0.57

osm_shops_points_in_0.01

0.56

osm_hotels_points_in_0.0075

0.56

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

osm_culture_points_in_0.001

0.68

region

0.65

osm_offices_points_in_0.001

0.37

osm_building_points_in_0.001

0.19

osm_finance_points_in_0.001

0.18

osm_train_stop_points_in_0.0075

0.16

floor

0.15

osm_train_stop_points_in_0.005

0.09

date

0.08

realty_type

0.05

price_type

0.00

MOST FREQUENT VALUES

0

1,197

40.2%

1

466

15.7%

2

255

8.6%

4

140

4.7%

3

137

4.6%

5

101

3.4%

7

81

2.7%

8

72

2.4%

6

65

2.2%

9

43

1.4%

11

38

1.3%

10

38

1.3%

13

33

1.1%

12

25

0.8%

27

25

0.8%

SMALLEST VALUES

0

1,197

40.2%

1

466

15.7%

2

255

8.6%

3

137

4.6%

4

140

4.7%

5

101

3.4%

6

65

2.2%

7

81

2.7%

8

72

2.4%

9

43

1.4%

10

38

1.3%

11

38

1.3%

12

25

0.8%

13

33

1.1%

14

20

0.7%

LARGEST VALUES

243

1

<0.1%

189

1

<0.1%

180

1

<0.1%

113

1

<0.1%

112

1

<0.1%

111

1

<0.1%

60

1

<0.1%

59

1

<0.1%

52

1

<0.1%

49

1

<0.1%

48

1

<0.1%

47

2

<0.1%

46

7

0.2%

45

2

<0.1%

44

6

0.2%

osm_culture_points_in_0.01

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_culture_points_in_0.0075

0.97

osm_culture_points_in_0.005

0.90

osm_amenity_points_in_0.01

0.69

osm_amenity_points_in_0.0075

0.68

osm_catering_points_in_0.01

0.67

osm_catering_points_in_0.0075

0.66

osm_amenity_points_in_0.005

0.66

osm_catering_points_in_0.005

0.64

osm_offices_points_in_0.01

0.63

osm_offices_points_in_0.0075

0.63

osm_historic_points_in_0.01

0.62

osm_shops_points_in_0.01

0.62

osm_finance_points_in_0.01

0.61

osm_hotels_points_in_0.0075

0.61

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.70

osm_culture_points_in_0.001

0.63

osm_offices_points_in_0.001

0.37

osm_building_points_in_0.001

0.21

osm_finance_points_in_0.001

0.19

floor

0.16

osm_train_stop_points_in_0.0075

0.16

osm_train_stop_points_in_0.005

0.09

date

0.07

realty_type

0.05

price_type

0.00

MOST FREQUENT VALUES

0

930

31.3%

1

440

14.8%

2

273

9.2%

3

153

5.1%

5

115

3.9%

4

112

3.8%

6

87

2.9%

7

80

2.7%

10

74

2.5%

9

67

2.3%

8

62

2.1%

12

53

1.8%

11

44

1.5%

14

38

1.3%

16

30

1.0%

SMALLEST VALUES

0

930

31.3%

1

440

14.8%

2

273

9.2%

3

153

5.1%

4

112

3.8%

5

115

3.9%

6

87

2.9%

7

80

2.7%

8

62

2.1%

9

67

2.3%

10

74

2.5%

11

44

1.5%

12

53

1.8%

13

29

1.0%

14

38

1.3%

LARGEST VALUES

307

1

<0.1%

274

1

<0.1%

266

1

<0.1%

186

1

<0.1%

180

2

<0.1%

89

1

<0.1%

83

1

<0.1%

75

3

0.1%

73

1

<0.1%

72

2

<0.1%

70

3

0.1%

69

6

0.2%

68

7

0.2%

67

3

0.1%

66

6

0.2%

osm_finance_points_in_0.001

MISSING:

---

TOP CATEGORIES

0

2,483

83%

1

372

13%

2

70

2%

3

45

2%

4

<1%

ALL

2,974

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

osm_finance_points_in_0.001
PROVIDES INFORMATION ON...

price_type

1.00

osm_building_points_in_0.001

0.14

osm_offices_points_in_0.001

0.06

osm_culture_points_in_0.001

0.05

osm_train_stop_points_in_0.005

0.04

osm_train_stop_points_in_0.0075

0.03

region

0.02

floor

0.01

date

0.00

realty_type

0.00

THESE FEATURES
GIVE INFORMATION
ON osm_finance_points_in_0.001:

region

0.10

osm_offices_points_in_0.001

0.07

floor

0.05

osm_building_points_in_0.001

0.03

osm_culture_points_in_0.001

0.03

date

0.02

osm_train_stop_points_in_0.0075

0.01

osm_train_stop_points_in_0.005

0.01

realty_type

0.01

price_type

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

osm_finance_points_in_0.001
CORRELATION RATIO WITH...

osm_finance_points_in_0.005

0.42

osm_amenity_points_in_0.001

0.41

osm_healthcare_points_in_0.005

0.38

osm_finance_points_in_0.0075

0.38

osm_finance_points_in_0.01

0.35

osm_amenity_points_in_0.005

0.34

osm_shops_points_in_0.005

0.34

osm_healthcare_points_in_0.0075

0.33

osm_shops_points_in_0.001

0.33

osm_amenity_points_in_0.0075

0.32

osm_shops_points_in_0.0075

0.31

osm_offices_points_in_0.005

0.31

osm_leisure_points_in_0.005

0.30

osm_offices_points_in_0.0075

0.30

osm_finance_points_in_0.005

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_finance_points_in_0.0075

0.91

osm_finance_points_in_0.01

0.83

osm_amenity_points_in_0.005

0.77

osm_amenity_points_in_0.0075

0.74

osm_shops_points_in_0.005

0.74

osm_shops_points_in_0.0075

0.72

osm_amenity_points_in_0.01

0.72

osm_offices_points_in_0.005

0.71

osm_shops_points_in_0.01

0.70

osm_catering_points_in_0.005

0.70

osm_offices_points_in_0.0075

0.68

osm_catering_points_in_0.0075

0.67

osm_healthcare_points_in_0.01

0.66

osm_catering_points_in_0.01

0.66

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.57

osm_offices_points_in_0.001

0.47

osm_finance_points_in_0.001

0.42

osm_culture_points_in_0.001

0.34

floor

0.22

osm_building_points_in_0.001

0.19

osm_train_stop_points_in_0.0075

0.17

osm_train_stop_points_in_0.005

0.09

realty_type

0.09

date

0.08

price_type

0.00

MOST FREQUENT VALUES

0

875

29.4%

1

584

19.6%

2

370

12.4%

3

256

8.6%

4

221

7.4%

5

152

5.1%

6

108

3.6%

7

92

3.1%

8

65

2.2%

11

46

1.5%

10

36

1.2%

9

32

1.1%

12

29

1.0%

16

29

1.0%

13

24

0.8%

SMALLEST VALUES

0

875

29.4%

1

584

19.6%

2

370

12.4%

3

256

8.6%

4

221

7.4%

5

152

5.1%

6

108

3.6%

7

92

3.1%

8

65

2.2%

9

32

1.1%

10

36

1.2%

11

46

1.5%

12

29

1.0%

13

24

0.8%

14

11

0.4%

LARGEST VALUES

21

4

0.1%

20

1

<0.1%

19

6

0.2%

18

9

0.3%

17

2

<0.1%

16

29

1.0%

15

22

0.7%

14

11

0.4%

13

24

0.8%

12

29

1.0%

11

46

1.5%

10

36

1.2%

9

32

1.1%

8

65

2.2%

7

92

3.1%

osm_finance_points_in_0.0075

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_finance_points_in_0.01

0.96

osm_finance_points_in_0.005

0.91

osm_amenity_points_in_0.0075

0.85

osm_amenity_points_in_0.005

0.84

osm_amenity_points_in_0.01

0.84

osm_shops_points_in_0.0075

0.82

osm_shops_points_in_0.01

0.82

osm_shops_points_in_0.005

0.79

osm_offices_points_in_0.0075

0.79

osm_catering_points_in_0.0075

0.79

osm_catering_points_in_0.005

0.78

osm_catering_points_in_0.01

0.78

osm_offices_points_in_0.01

0.78

osm_healthcare_points_in_0.01

0.78

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.66

osm_offices_points_in_0.001

0.50

osm_finance_points_in_0.001

0.38

osm_culture_points_in_0.001

0.36

osm_building_points_in_0.001

0.25

floor

0.23

osm_train_stop_points_in_0.0075

0.19

osm_train_stop_points_in_0.005

0.12

realty_type

0.10

date

0.09

price_type

0.00

MOST FREQUENT VALUES

0

513

17.2%

1

402

13.5%

2

327

11.0%

3

253

8.5%

5

208

7.0%

6

195

6.6%

4

189

6.4%

8

120

4.0%

7

101

3.4%

9

84

2.8%

10

77

2.6%

11

66

2.2%

12

59

2.0%

13

51

1.7%

23

30

1.0%

SMALLEST VALUES

0

513

17.2%

1

402

13.5%

2

327

11.0%

3

253

8.5%

4

189

6.4%

5

208

7.0%

6

195

6.6%

7

101

3.4%

8

120

4.0%

9

84

2.8%

10

77

2.6%

11

66

2.2%

12

59

2.0%

13

51

1.7%

14

25

0.8%

LARGEST VALUES

35

4

0.1%

34

1

<0.1%

33

2

<0.1%

32

3

0.1%

31

4

0.1%

30

19

0.6%

29

11

0.4%

28

5

0.2%

27

12

0.4%

26

29

1.0%

25

0.8%

24

0.8%

23

30

1.0%

22

23

0.8%

21

8

0.3%

osm_finance_points_in_0.01

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_finance_points_in_0.0075

0.96

osm_amenity_points_in_0.01

0.88

osm_amenity_points_in_0.0075

0.87

osm_shops_points_in_0.01

0.86

osm_amenity_points_in_0.005

0.85

osm_shops_points_in_0.0075

0.84

osm_finance_points_in_0.005

0.83

osm_healthcare_points_in_0.01

0.82

osm_catering_points_in_0.01

0.82

osm_catering_points_in_0.0075

0.82

osm_offices_points_in_0.01

0.82

osm_offices_points_in_0.0075

0.81

osm_catering_points_in_0.005

0.80

osm_shops_points_in_0.005

0.80

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.69

osm_offices_points_in_0.001

0.48

osm_culture_points_in_0.001

0.37

osm_finance_points_in_0.001

0.35

osm_building_points_in_0.001

0.28

floor

0.22

osm_train_stop_points_in_0.0075

0.22

osm_train_stop_points_in_0.005

0.13

date

0.10

realty_type

0.10

price_type

0.00

MOST FREQUENT VALUES

1

342

11.5%

0

277

9.3%

2

266

8.9%

3

216

7.3%

4

192

6.5%

5

186

6.3%

7

129

4.3%

10

127

4.3%

6

116

3.9%

8

114

3.8%

11

104

3.5%

9

98

3.3%

12

85

2.9%

15

74

2.5%

14

64

2.2%

SMALLEST VALUES

0

277

9.3%

1

342

11.5%

2

266

8.9%

3

216

7.3%

4

192

6.5%

5

186

6.3%

6

116

3.9%

7

129

4.3%

8

114

3.8%

9

98

3.3%

10

127

4.3%

11

104

3.5%

12

85

2.9%

13

53

1.8%

14

64

2.2%

LARGEST VALUES

56

1

<0.1%

49

2

<0.1%

48

5

0.2%

47

3

0.1%

46

1

<0.1%

45

8

0.3%

44

26

0.9%

43

19

0.6%

42

12

0.4%

41

16

0.5%

40

8

0.3%

39

14

0.5%

38

14

0.5%

37

9

0.3%

36

14

0.5%

osm_healthcare_points_in_0.005

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_healthcare_points_in_0.0075

0.93

osm_healthcare_points_in_0.01

0.88

osm_amenity_points_in_0.005

0.82

osm_amenity_points_in_0.0075

0.81

osm_shops_points_in_0.0075

0.81

osm_amenity_points_in_0.01

0.81

osm_shops_points_in_0.01

0.80

osm_shops_points_in_0.005

0.80

osm_offices_points_in_0.0075

0.80

osm_offices_points_in_0.01

0.80

osm_catering_points_in_0.0075

0.77

osm_catering_points_in_0.01

0.77

osm_offices_points_in_0.005

0.77

osm_catering_points_in_0.005

0.77

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.73

osm_offices_points_in_0.001

0.42

osm_building_points_in_0.001

0.39

osm_finance_points_in_0.001

0.38

osm_culture_points_in_0.001

0.32

floor

0.21

osm_train_stop_points_in_0.0075

0.17

osm_train_stop_points_in_0.005

0.11

date

0.08

realty_type

0.05

price_type

0.00

MOST FREQUENT VALUES

0

1,019

34.3%

1

580

19.5%

2

472

15.9%

3

265

8.9%

4

174

5.9%

5

121

4.1%

6

73

2.5%

7

53

1.8%

8

31

1.0%

11

28

0.9%

10

25

0.8%

9

19

0.6%

30

17

0.6%

12

17

0.6%

16

15

0.5%

SMALLEST VALUES

0

1,019

34.3%

1

580

19.5%

2

472

15.9%

3

265

8.9%

4

174

5.9%

5

121

4.1%

6

73

2.5%

7

53

1.8%

8

31

1.0%

9

19

0.6%

10

25

0.8%

11

28

0.9%

12

17

0.6%

13

14

0.5%

14

13

0.4%

LARGEST VALUES

30

17

0.6%

28

1

<0.1%

24

2

<0.1%

23

2

<0.1%

22

1

<0.1%

21

1

<0.1%

20

1

<0.1%

19

3

0.1%

18

13

0.4%

17

2

<0.1%

16

15

0.5%

15

12

0.4%

14

13

0.4%

13

14

0.5%

12

17

0.6%

osm_healthcare_points_in_0.0075

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_healthcare_points_in_0.01

0.97

osm_healthcare_points_in_0.005

0.93

osm_amenity_points_in_0.0075

0.91

osm_amenity_points_in_0.01

0.91

osm_shops_points_in_0.01

0.91

osm_shops_points_in_0.0075

0.90

osm_offices_points_in_0.01

0.90

osm_offices_points_in_0.0075

0.89

osm_amenity_points_in_0.005

0.89

osm_catering_points_in_0.01

0.88

osm_catering_points_in_0.0075

0.87

osm_shops_points_in_0.005

0.87

osm_catering_points_in_0.005

0.85

osm_offices_points_in_0.005

0.85

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.80

osm_offices_points_in_0.001

0.48

osm_building_points_in_0.001

0.37

osm_culture_points_in_0.001

0.34

osm_finance_points_in_0.001

0.33

osm_train_stop_points_in_0.0075

0.22

floor

0.20

osm_train_stop_points_in_0.005

0.13

date

0.09

realty_type

0.06

price_type

0.00

MOST FREQUENT VALUES

0

501

16.8%

1

461

15.5%

2

431

14.5%

3

304

10.2%

4

253

8.5%

5

222

7.5%

6

135

4.5%

7

109

3.7%

8

85

2.9%

9

84

2.8%

10

56

1.9%

11

48

1.6%

12

29

1.0%

28

21

0.7%

13

19

0.6%

SMALLEST VALUES

0

501

16.8%

1

461

15.5%

2

431

14.5%

3

304

10.2%

4

253

8.5%

5

222

7.5%

6

135

4.5%

7

109

3.7%

8

85

2.9%

9

84

2.8%

10

56

1.9%

11

48

1.6%

12

29

1.0%

13

19

0.6%

14

13

0.4%

LARGEST VALUES

48

16

0.5%

47

1

<0.1%

46

1

<0.1%

45

1

<0.1%

44

1

<0.1%

43

3

0.1%

42

4

0.1%

41

5

0.2%

40

1

<0.1%

38

3

0.1%

37

4

0.1%

36

7

0.2%

35

5

0.2%

34

4

0.1%

33

9

0.3%

osm_healthcare_points_in_0.01

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_healthcare_points_in_0.0075

0.97

osm_amenity_points_in_0.01

0.94

osm_shops_points_in_0.01

0.94

osm_amenity_points_in_0.0075

0.93

osm_offices_points_in_0.01

0.93

osm_shops_points_in_0.0075

0.92

osm_offices_points_in_0.0075

0.92

osm_catering_points_in_0.01

0.91

osm_amenity_points_in_0.005

0.91

osm_catering_points_in_0.0075

0.91

osm_hotels_points_in_0.01

0.88

osm_catering_points_in_0.005

0.88

osm_shops_points_in_0.005

0.88

osm_healthcare_points_in_0.005

0.88

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.83

osm_offices_points_in_0.001

0.52

osm_culture_points_in_0.001

0.36

osm_building_points_in_0.001

0.35

osm_finance_points_in_0.001

0.29

osm_train_stop_points_in_0.0075

0.27

floor

0.19

osm_train_stop_points_in_0.005

0.15

date

0.08

realty_type

0.06

price_type

0.00

MOST FREQUENT VALUES

2

309

10.4%

0

308

10.4%

3

303

10.2%

1

296

10.0%

4

261

8.8%

5

218

7.3%

7

165

5.5%

6

159

5.3%

8

135

4.5%

10

92

3.1%

9

90

3.0%

11

84

2.8%

13

55

1.8%

12

51

1.7%

14

47

1.6%

SMALLEST VALUES

0

308

10.4%

1

296

10.0%

2

309

10.4%

3

303

10.2%

4

261

8.8%

5

218

7.3%

6

159

5.3%

7

165

5.5%

8

135

4.5%

9

90

3.0%

10

92

3.1%

11

84

2.8%

12

51

1.7%

13

55

1.8%

14

47

1.6%

LARGEST VALUES

68

1

<0.1%

67

4

0.1%

66

16

0.5%

65

4

0.1%

63

5

0.2%

62

15

0.5%

61

8

0.3%

60

3

0.1%

59

1

<0.1%

58

6

0.2%

57

6

0.2%

56

3

0.1%

55

10

0.3%

54

4

0.1%

53

1

<0.1%

osm_historic_points_in_0.005

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_historic_points_in_0.0075

0.91

osm_historic_points_in_0.01

0.84

osm_amenity_points_in_0.005

0.54

osm_amenity_points_in_0.0075

0.53

osm_finance_points_in_0.0075

0.52

osm_finance_points_in_0.01

0.52

osm_amenity_points_in_0.01

0.52

osm_crossing_points_in_0.01

0.50

osm_catering_points_in_0.005

0.49

osm_culture_points_in_0.01

0.49

osm_finance_points_in_0.005

0.49

osm_crossing_points_in_0.0075

0.48

osm_catering_points_in_0.0075

0.48

osm_culture_points_in_0.0075

0.47

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.47

osm_culture_points_in_0.001

0.41

osm_offices_points_in_0.001

0.30

osm_finance_points_in_0.001

0.18

floor

0.17

osm_building_points_in_0.001

0.12

osm_train_stop_points_in_0.0075

0.11

date

0.08

osm_train_stop_points_in_0.005

0.07

realty_type

0.04

price_type

0.00

MOST FREQUENT VALUES

0

1,376

46.3%

1

544

18.3%

2

280

9.4%

3

158

5.3%

4

148

5.0%

6

106

3.6%

5

96

3.2%

7

50

1.7%

9

40

1.3%

8

38

1.3%

10

27

0.9%

11

26

0.9%

13

14

0.5%

12

11

0.4%

14

10

0.3%

SMALLEST VALUES

0

1,376

46.3%

1

544

18.3%

2

280

9.4%

3

158

5.3%

4

148

5.0%

5

96

3.2%

6

106

3.6%

7

50

1.7%

8

38

1.3%

9

40

1.3%

10

27

0.9%

11

26

0.9%

12

11

0.4%

13

14

0.5%

14

10

0.3%

LARGEST VALUES

52

1

<0.1%

38

1

<0.1%

35

1

<0.1%

34

1

<0.1%

31

2

<0.1%

29

3

0.1%

28

1

<0.1%

27

1

<0.1%

26

1

<0.1%

24

2

<0.1%

22

4

0.1%

21

1

<0.1%

20

5

0.2%

19

5

0.2%

18

4

0.1%

osm_historic_points_in_0.0075

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_historic_points_in_0.01

0.96

osm_historic_points_in_0.005

0.91

osm_amenity_points_in_0.0075

0.64

osm_amenity_points_in_0.005

0.64

osm_amenity_points_in_0.01

0.63

osm_finance_points_in_0.0075

0.62

osm_finance_points_in_0.01

0.62

osm_catering_points_in_0.005

0.59

osm_catering_points_in_0.0075

0.59

osm_crossing_points_in_0.01

0.58

osm_catering_points_in_0.01

0.58

osm_culture_points_in_0.01

0.58

osm_shops_points_in_0.01

0.57

osm_shops_points_in_0.0075

0.57

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.54

osm_culture_points_in_0.001

0.41

osm_offices_points_in_0.001

0.35

osm_finance_points_in_0.001

0.21

floor

0.17

osm_building_points_in_0.001

0.14

osm_train_stop_points_in_0.0075

0.11

date

0.08

osm_train_stop_points_in_0.005

0.07

realty_type

0.05

price_type

0.00

MOST FREQUENT VALUES

0

906

30.5%

1

480

16.1%

2

365

12.3%

3

180

6.1%

4

126

4.2%

6

122

4.1%

5

118

4.0%

7

82

2.8%

9

64

2.2%

8

58

2.0%

11

58

2.0%

10

51

1.7%

13

41

1.4%

12

39

1.3%

14

36

1.2%

SMALLEST VALUES

0

906

30.5%

1

480

16.1%

2

365

12.3%

3

180

6.1%

4

126

4.2%

5

118

4.0%

6

122

4.1%

7

82

2.8%

8

58

2.0%

9

64

2.2%

10

51

1.7%

11

58

2.0%

12

39

1.3%

13

41

1.4%

14

36

1.2%

LARGEST VALUES

81

1

<0.1%

69

2

<0.1%

53

2

<0.1%

52

1

<0.1%

51

1

<0.1%

49

1

<0.1%

48

1

<0.1%

47

3

0.1%

46

3

0.1%

45

1

<0.1%

44

5

0.2%

43

2

<0.1%

41

1

<0.1%

40

2

<0.1%

39

2

<0.1%

osm_historic_points_in_0.01

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_historic_points_in_0.0075

0.96

osm_historic_points_in_0.005

0.84

osm_amenity_points_in_0.0075

0.70

osm_amenity_points_in_0.01

0.70

osm_amenity_points_in_0.005

0.70

osm_finance_points_in_0.01

0.68

osm_finance_points_in_0.0075

0.68

osm_catering_points_in_0.005

0.66

osm_catering_points_in_0.0075

0.66

osm_catering_points_in_0.01

0.65

osm_shops_points_in_0.01

0.64

osm_shops_points_in_0.0075

0.64

osm_crossing_points_in_0.01

0.63

osm_shops_points_in_0.005

0.62

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.58

osm_culture_points_in_0.001

0.39

osm_offices_points_in_0.001

0.39

osm_finance_points_in_0.001

0.22

floor

0.19

osm_building_points_in_0.001

0.15

osm_train_stop_points_in_0.0075

0.09

date

0.09

realty_type

0.07

osm_train_stop_points_in_0.005

0.06

price_type

0.00

MOST FREQUENT VALUES

0

612

20.6%

1

432

14.5%

2

372

12.5%

3

182

6.1%

4

142

4.8%

6

112

3.8%

5

95

3.2%

9

82

2.8%

10

80

2.7%

8

77

2.6%

7

73

2.5%

13

71

2.4%

14

61

2.1%

11

60

2.0%

12

44

1.5%

SMALLEST VALUES

0

612

20.6%

1

432

14.5%

2

372

12.5%

3

182

6.1%

4

142

4.8%

5

95

3.2%

6

112

3.8%

7

73

2.5%

8

77

2.6%

9

82

2.8%

10

80

2.7%

11

60

2.0%

12

44

1.5%

13

71

2.4%

14

61

2.1%

LARGEST VALUES

117

1

<0.1%

108

2

<0.1%

86

1

<0.1%

81

1

<0.1%

80

1

<0.1%

78

2

<0.1%

77

1

<0.1%

74

1

<0.1%

69

2

<0.1%

67

4

0.1%

66

2

<0.1%

64

2

<0.1%

63

2

<0.1%

61

1

<0.1%

60

2

<0.1%

osm_hotels_points_in_0.005

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_hotels_points_in_0.0075

0.98

osm_hotels_points_in_0.01

0.97

osm_catering_points_in_0.01

0.94

osm_catering_points_in_0.0075

0.93

osm_catering_points_in_0.005

0.92

osm_offices_points_in_0.005

0.92

osm_offices_points_in_0.01

0.92

osm_offices_points_in_0.0075

0.92

osm_amenity_points_in_0.01

0.90

osm_amenity_points_in_0.0075

0.89

osm_shops_points_in_0.01

0.88

osm_amenity_points_in_0.005

0.87

osm_shops_points_in_0.0075

0.87

osm_healthcare_points_in_0.01

0.85

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.84

osm_offices_points_in_0.001

0.58

osm_train_stop_points_in_0.0075

0.36

osm_culture_points_in_0.001

0.36

osm_building_points_in_0.001

0.31

osm_finance_points_in_0.001

0.26

osm_train_stop_points_in_0.005

0.22

floor

0.20

date

0.09

realty_type

0.05

price_type

0.00

MOST FREQUENT VALUES

0

1,709

57.5%

1

597

20.1%

2

242

8.1%

3

121

4.1%

4

60

2.0%

5

32

1.1%

6

20

0.7%

36

19

0.6%

7

14

0.5%

38

11

0.4%

37

8

0.3%

29

8

0.3%

49

8

0.3%

23

8

0.3%

47

7

0.2%

SMALLEST VALUES

0

1,709

57.5%

1

597

20.1%

2

242

8.1%

3

121

4.1%

4

60

2.0%

5

32

1.1%

6

20

0.7%

7

14

0.5%

8

4

0.1%

9

1

<0.1%

10

1

<0.1%

11

3

0.1%

13

6

0.2%

14

1

<0.1%

16

1

<0.1%

LARGEST VALUES

63

1

<0.1%

59

2

<0.1%

58

2

<0.1%

57

1

<0.1%

56

2

<0.1%

55

3

0.1%

54

5

0.2%

53

1

<0.1%

52

3

0.1%

51

6

0.2%

50

3

0.1%

49

8

0.3%

48

3

0.1%

47

7

0.2%

46

1

<0.1%

osm_hotels_points_in_0.0075

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_hotels_points_in_0.01

1.00

osm_hotels_points_in_0.005

0.98

osm_catering_points_in_0.01

0.97

osm_catering_points_in_0.0075

0.96

osm_offices_points_in_0.01

0.95

osm_offices_points_in_0.0075

0.94

osm_catering_points_in_0.005

0.93

osm_amenity_points_in_0.01

0.92

osm_amenity_points_in_0.0075

0.92

osm_offices_points_in_0.005

0.91

osm_shops_points_in_0.01

0.91

osm_shops_points_in_0.0075

0.89

osm_amenity_points_in_0.005

0.88

osm_healthcare_points_in_0.01

0.88

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.86

osm_offices_points_in_0.001

0.56

osm_train_stop_points_in_0.0075

0.39

osm_culture_points_in_0.001

0.36

osm_building_points_in_0.001

0.34

osm_finance_points_in_0.001

0.26

osm_train_stop_points_in_0.005

0.24

floor

0.20

date

0.09

realty_type

0.04

price_type

0.00

MOST FREQUENT VALUES

0

1,236

41.6%

1

646

21.7%

2

300

10.1%

3

180

6.1%

4

163

5.5%

5

80

2.7%

6

54

1.8%

7

38

1.3%

8

28

0.9%

9

20

0.7%

80

18

0.6%

10

18

0.6%

11

12

0.4%

12

0.4%

61

11

0.4%

SMALLEST VALUES

0

1,236

41.6%

1

646

21.7%

2

300

10.1%

3

180

6.1%

4

163

5.5%

5

80

2.7%

6

54

1.8%

7

38

1.3%

8

28

0.9%

9

20

0.7%

10

18

0.6%

11

12

0.4%

12

0.4%

13

6

0.2%

14

6

0.2%

LARGEST VALUES

106

1

<0.1%

104

1

<0.1%

103

1

<0.1%

102

1

<0.1%

101

3

0.1%

100

1

<0.1%

99

3

0.1%

97

2

<0.1%

96

3

0.1%

95

1

<0.1%

94

4

0.1%

92

1

<0.1%

91

4

0.1%

90

8

0.3%

89

4

0.1%

osm_hotels_points_in_0.01

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_hotels_points_in_0.0075

1.00

osm_catering_points_in_0.01

0.97

osm_hotels_points_in_0.005

0.97

osm_catering_points_in_0.0075

0.96

osm_offices_points_in_0.01

0.96

osm_offices_points_in_0.0075

0.95

osm_catering_points_in_0.005

0.94

osm_amenity_points_in_0.01

0.93

osm_amenity_points_in_0.0075

0.92

osm_shops_points_in_0.01

0.91

osm_offices_points_in_0.005

0.91

osm_shops_points_in_0.0075

0.90

osm_amenity_points_in_0.005

0.89

osm_healthcare_points_in_0.01

0.88

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.87

osm_offices_points_in_0.001

0.56

osm_train_stop_points_in_0.0075

0.40

osm_culture_points_in_0.001

0.35

osm_building_points_in_0.001

0.34

osm_finance_points_in_0.001

0.25

osm_train_stop_points_in_0.005

0.23

floor

0.20

date

0.09

realty_type

0.04

price_type

0.00

MOST FREQUENT VALUES

0

870

29.3%

1

585

19.7%

2

422

14.2%

3

217

7.3%

4

154

5.2%

5

131

4.4%

6

106

3.6%

7

85

2.9%

8

55

1.8%

9

34

1.1%

123

24

0.8%

13

23

0.8%

11

20

0.7%

10

18

0.6%

140

15

0.5%

SMALLEST VALUES

0

870

29.3%

1

585

19.7%

2

422

14.2%

3

217

7.3%

4

154

5.2%

5

131

4.4%

6

106

3.6%

7

85

2.9%

8

55

1.8%

9

34

1.1%

10

18

0.6%

11

20

0.7%

12

13

0.4%

13

23

0.8%

14

11

0.4%

LARGEST VALUES

153

3

0.1%

152

2

<0.1%

151

2

<0.1%

150

1

<0.1%

149

1

<0.1%

148

8

0.3%

146

2

<0.1%

145

2

<0.1%

144

2

<0.1%

143

3

0.1%

142

3

0.1%

141

4

0.1%

140

15

0.5%

139

1

<0.1%

137

1

<0.1%

osm_leisure_points_in_0.005

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_leisure_points_in_0.0075

0.92

osm_leisure_points_in_0.01

0.88

osm_amenity_points_in_0.005

0.76

osm_amenity_points_in_0.0075

0.76

osm_amenity_points_in_0.01

0.76

osm_shops_points_in_0.01

0.75

osm_shops_points_in_0.0075

0.75

osm_offices_points_in_0.0075

0.74

osm_offices_points_in_0.01

0.74

osm_shops_points_in_0.005

0.74

osm_offices_points_in_0.005

0.73

osm_catering_points_in_0.0075

0.73

osm_catering_points_in_0.01

0.73

osm_catering_points_in_0.005

0.73

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.69

osm_offices_points_in_0.001

0.45

osm_finance_points_in_0.001

0.30

osm_culture_points_in_0.001

0.30

osm_building_points_in_0.001

0.25

floor

0.21

osm_train_stop_points_in_0.0075

0.19

osm_train_stop_points_in_0.005

0.14

date

0.09

realty_type

0.04

price_type

0.00

MOST FREQUENT VALUES

0

1,187

39.9%

1

623

20.9%

2

382

12.8%

3

244

8.2%

4

139

4.7%

5

70

2.4%

6

70

2.4%

7

41

1.4%

11

34

1.1%

8

34

1.1%

9

33

1.1%

14

33

1.1%

12

23

0.8%

10

22

0.7%

15

10

0.3%

SMALLEST VALUES

0

1,187

39.9%

1

623

20.9%

2

382

12.8%

3

244

8.2%

4

139

4.7%

5

70

2.4%

6

70

2.4%

7

41

1.4%

8

34

1.1%

9

33

1.1%

10

22

0.7%

11

34

1.1%

12

23

0.8%

13

9

0.3%

14

33

1.1%

LARGEST VALUES

27

1

<0.1%

26

1

<0.1%

25

1

<0.1%

22

1

<0.1%

21

1

<0.1%

20

1

<0.1%

18

2

<0.1%

17

4

0.1%

16

8

0.3%

15

10

0.3%

14

33

1.1%

13

9

0.3%

12

23

0.8%

11

34

1.1%

10

22

0.7%

osm_leisure_points_in_0.0075

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_leisure_points_in_0.01

0.96

osm_leisure_points_in_0.005

0.92

osm_amenity_points_in_0.01

0.85

osm_amenity_points_in_0.0075

0.85

osm_shops_points_in_0.01

0.84

osm_shops_points_in_0.0075

0.83

osm_amenity_points_in_0.005

0.83

osm_offices_points_in_0.01

0.83

osm_offices_points_in_0.0075

0.83

osm_catering_points_in_0.01

0.82

osm_catering_points_in_0.0075

0.82

osm_healthcare_points_in_0.01

0.82

osm_shops_points_in_0.005

0.80

osm_catering_points_in_0.005

0.80

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.77

osm_offices_points_in_0.001

0.49

osm_culture_points_in_0.001

0.36

osm_building_points_in_0.001

0.29

osm_finance_points_in_0.001

0.29

osm_train_stop_points_in_0.0075

0.25

floor

0.19

osm_train_stop_points_in_0.005

0.16

date

0.09

realty_type

0.03

price_type

0.00

MOST FREQUENT VALUES

0

599

20.1%

1

542

18.2%

2

432

14.5%

3

308

10.4%

4

240

8.1%

5

158

5.3%

6

122

4.1%

7

101

3.4%

8

69

2.3%

9

53

1.8%

10

38

1.3%

11

37

1.2%

13

26

0.9%

12

22

0.7%

31

21

0.7%

SMALLEST VALUES

0

599

20.1%

1

542

18.2%

2

432

14.5%

3

308

10.4%

4

240

8.1%

5

158

5.3%

6

122

4.1%

7

101

3.4%

8

69

2.3%

9

53

1.8%

10

38

1.3%

11

37

1.2%

12

22

0.7%

13

26

0.9%

14

11

0.4%

LARGEST VALUES

38

1

<0.1%

37

1

<0.1%

36

1

<0.1%

34

1

<0.1%

33

6

0.2%

32

4

0.1%

31

21

0.7%

30

7

0.2%

29

12

0.4%

28

8

0.3%

27

18

0.6%

26

6

0.2%

25

20

0.7%

24

8

0.3%

23

12

0.4%

osm_leisure_points_in_0.01

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_leisure_points_in_0.0075

0.96

osm_amenity_points_in_0.01

0.89

osm_amenity_points_in_0.0075

0.88

osm_leisure_points_in_0.005

0.88

osm_shops_points_in_0.01

0.87

osm_offices_points_in_0.01

0.87

osm_offices_points_in_0.0075

0.86

osm_shops_points_in_0.0075

0.86

osm_catering_points_in_0.01

0.86

osm_catering_points_in_0.0075

0.85

osm_amenity_points_in_0.005

0.85

osm_healthcare_points_in_0.01

0.85

osm_offices_points_in_0.005

0.84

osm_catering_points_in_0.005

0.84

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.80

osm_offices_points_in_0.001

0.52

osm_culture_points_in_0.001

0.36

osm_building_points_in_0.001

0.30

osm_train_stop_points_in_0.0075

0.28

osm_finance_points_in_0.001

0.28

floor

0.19

osm_train_stop_points_in_0.005

0.18

date

0.09

realty_type

0.04

price_type

0.00

MOST FREQUENT VALUES

1

413

13.9%

2

343

11.5%

0

314

10.6%

3

301

10.1%

4

260

8.7%

5

182

6.1%

6

156

5.2%

7

129

4.3%

8

116

3.9%

9

94

3.2%

10

78

2.6%

12

63

2.1%

14

58

2.0%

13

49

1.6%

11

49

1.6%

SMALLEST VALUES

0

314

10.6%

1

413

13.9%

2

343

11.5%

3

301

10.1%

4

260

8.7%

5

182

6.1%

6

156

5.2%

7

129

4.3%

8

116

3.9%

9

94

3.2%

10

78

2.6%

11

49

1.6%

12

63

2.1%

13

49

1.6%

14

58

2.0%

LARGEST VALUES

59

1

<0.1%

58

1

<0.1%

56

1

<0.1%

53

4

0.1%

52

4

0.1%

51

3

0.1%

50

4

0.1%

49

12

0.4%

48

9

0.3%

47

34

1.1%

46

2

<0.1%

45

9

0.3%

44

8

0.3%

43

11

0.4%

42

4

0.1%

osm_offices_points_in_0.001

MISSING:

---

TOP CATEGORIES

0

2,393

80%

1

386

13%

2

110

4%

3

38

1%

4

19

<1%

5

11

<1%

6

8

<1%

9

4

<1%

7

3

<1%

8

2

<1%

ALL

2,974

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

osm_offices_points_in_0.001
PROVIDES INFORMATION ON...

price_type

1.00

osm_building_points_in_0.001

0.12

osm_train_stop_points_in_0.0075

0.09

osm_culture_points_in_0.001

0.08

osm_train_stop_points_in_0.005

0.07

osm_finance_points_in_0.001

0.07

region

0.04

floor

0.03

realty_type

0.01

date

0.01

THESE FEATURES
GIVE INFORMATION
ON osm_offices_points_in_0.001:

region

0.19

floor

0.09

osm_finance_points_in_0.001

0.06

osm_culture_points_in_0.001

0.04

date

0.04

osm_train_stop_points_in_0.0075

0.03

osm_building_points_in_0.001

0.02

realty_type

0.02

osm_train_stop_points_in_0.005

0.01

price_type

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

osm_offices_points_in_0.001
CORRELATION RATIO WITH...

osm_offices_points_in_0.005

0.64

osm_offices_points_in_0.0075

0.58

osm_hotels_points_in_0.005

0.58

osm_catering_points_in_0.005

0.57

osm_offices_points_in_0.01

0.57

osm_catering_points_in_0.0075

0.57

osm_amenity_points_in_0.005

0.57

osm_catering_points_in_0.01

0.56

osm_amenity_points_in_0.0075

0.56

osm_amenity_points_in_0.001

0.56

osm_amenity_points_in_0.01

0.56

osm_shops_points_in_0.005

0.56

osm_hotels_points_in_0.01

0.56

osm_hotels_points_in_0.0075

0.56

osm_offices_points_in_0.005

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_offices_points_in_0.0075

0.96

osm_offices_points_in_0.01

0.95

osm_catering_points_in_0.005

0.93

osm_amenity_points_in_0.005

0.93

osm_amenity_points_in_0.0075

0.93

osm_catering_points_in_0.0075

0.93

osm_catering_points_in_0.01

0.92

osm_amenity_points_in_0.01

0.92

osm_hotels_points_in_0.005

0.92

osm_shops_points_in_0.0075

0.92

osm_shops_points_in_0.005

0.91

osm_shops_points_in_0.01

0.91

osm_hotels_points_in_0.0075

0.91

osm_hotels_points_in_0.01

0.91

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.83

osm_offices_points_in_0.001

0.64

osm_culture_points_in_0.001

0.36

osm_train_stop_points_in_0.0075

0.34

osm_finance_points_in_0.001

0.31

osm_building_points_in_0.001

0.30

floor

0.22

osm_train_stop_points_in_0.005

0.20

date

0.10

realty_type

0.07

price_type

0.00

MOST FREQUENT VALUES

0

799

26.9%

1

542

18.2%

2

377

12.7%

3

299

10.1%

4

203

6.8%

5

145

4.9%

6

107

3.6%

7

67

2.3%

9

63

2.1%

8

58

2.0%

11

43

1.4%

10

30

1.0%

43

24

0.8%

13

22

0.7%

12

22

0.7%

SMALLEST VALUES

0

799

26.9%

1

542

18.2%

2

377

12.7%

3

299

10.1%

4

203

6.8%

5

145

4.9%

6

107

3.6%

7

67

2.3%

8

58

2.0%

9

63

2.1%

10

30

1.0%

11

43

1.4%

12

22

0.7%

13

22

0.7%

14

9

0.3%

LARGEST VALUES

61

8

0.3%

59

3

0.1%

57

2

<0.1%

56

8

0.3%

55

5

0.2%

54

3

0.1%

53

2

<0.1%

52

6

0.2%

51

5

0.2%

50

7

0.2%

49

7

0.2%

48

3

0.1%

47

3

0.1%

45

10

0.3%

44

4

0.1%

osm_offices_points_in_0.0075

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_offices_points_in_0.01

0.99

osm_offices_points_in_0.005

0.96

osm_catering_points_in_0.0075

0.96

osm_catering_points_in_0.01

0.96

osm_amenity_points_in_0.01

0.96

osm_amenity_points_in_0.0075

0.96

osm_shops_points_in_0.01

0.95

osm_shops_points_in_0.0075

0.95

osm_hotels_points_in_0.01

0.95

osm_catering_points_in_0.005

0.94

osm_hotels_points_in_0.0075

0.94

osm_amenity_points_in_0.005

0.94

osm_healthcare_points_in_0.01

0.92

osm_hotels_points_in_0.005

0.92

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.86

osm_offices_points_in_0.001

0.58

osm_culture_points_in_0.001

0.36

osm_building_points_in_0.001

0.34

osm_train_stop_points_in_0.0075

0.32

osm_finance_points_in_0.001

0.30

floor

0.21

osm_train_stop_points_in_0.005

0.19

date

0.09

realty_type

0.06

price_type

0.00

MOST FREQUENT VALUES

0

480

16.1%

1

344

11.6%

2

316

10.6%

4

265

8.9%

3

256

8.6%

5

159

5.3%

6

142

4.8%

7

126

4.2%

8

95

3.2%

9

91

3.1%

10

68

2.3%

13

61

2.1%

11

60

2.0%

12

55

1.8%

14

39

1.3%

SMALLEST VALUES

0

480

16.1%

1

344

11.6%

2

316

10.6%

3

256

8.6%

4

265

8.9%

5

159

5.3%

6

142

4.8%

7

126

4.2%

8

95

3.2%

9

91

3.1%

10

68

2.3%

11

60

2.0%

12

55

1.8%

13

61

2.1%

14

39

1.3%

LARGEST VALUES

125

1

<0.1%

123

1

<0.1%

121

1

<0.1%

119

1

<0.1%

117

1

<0.1%

111

3

0.1%

108

1

<0.1%

107

2

<0.1%

106

3

0.1%

105

1

<0.1%

103

3

0.1%

102

3

0.1%

101

14

0.5%

100

4

0.1%

99

9

0.3%

osm_offices_points_in_0.01

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_offices_points_in_0.0075

0.99

osm_catering_points_in_0.01

0.97

osm_amenity_points_in_0.01

0.97

osm_catering_points_in_0.0075

0.97

osm_amenity_points_in_0.0075

0.96

osm_shops_points_in_0.01

0.96

osm_hotels_points_in_0.01

0.96

osm_hotels_points_in_0.0075

0.95

osm_offices_points_in_0.005

0.95

osm_shops_points_in_0.0075

0.95

osm_catering_points_in_0.005

0.94

osm_amenity_points_in_0.005

0.93

osm_healthcare_points_in_0.01

0.93

osm_hotels_points_in_0.005

0.92

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.87

osm_offices_points_in_0.001

0.57

osm_culture_points_in_0.001

0.36

osm_building_points_in_0.001

0.32

osm_train_stop_points_in_0.0075

0.32

osm_finance_points_in_0.001

0.27

floor

0.20

osm_train_stop_points_in_0.005

0.19

date

0.10

realty_type

0.06

price_type

0.00

MOST FREQUENT VALUES

0

310

10.4%

1

276

9.3%

2

215

7.2%

4

209

7.0%

3

194

6.5%

5

177

6.0%

6

145

4.9%

7

139

4.7%

8

131

4.4%

9

107

3.6%

10

95

3.2%

11

84

2.8%

12

63

2.1%

14

55

1.8%

17

53

1.8%

SMALLEST VALUES

0

310

10.4%

1

276

9.3%

2

215

7.2%

3

194

6.5%

4

209

7.0%

5

177

6.0%

6

145

4.9%

7

139

4.7%

8

131

4.4%

9

107

3.6%

10

95

3.2%

11

84

2.8%

12

63

2.1%

13

32

1.1%

14

55

1.8%

LARGEST VALUES

179

1

<0.1%

177

1

<0.1%

175

3

0.1%

174

1

<0.1%

173

6

0.2%

172

2

<0.1%

171

3

0.1%

170

3

0.1%

169

1

<0.1%

168

3

0.1%

167

8

0.3%

166

2

<0.1%

165

1

<0.1%

164

6

0.2%

163

3

0.1%

osm_shops_points_in_0.001

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_amenity_points_in_0.001

0.92

osm_shops_points_in_0.005

0.71

osm_amenity_points_in_0.005

0.69

osm_shops_points_in_0.0075

0.68

osm_shops_points_in_0.01

0.66

osm_amenity_points_in_0.0075

0.66

osm_amenity_points_in_0.01

0.64

osm_catering_points_in_0.005

0.63

osm_offices_points_in_0.005

0.62

osm_catering_points_in_0.001

0.62

osm_catering_points_in_0.0075

0.61

osm_offices_points_in_0.0075

0.60

osm_offices_points_in_0.01

0.60

osm_catering_points_in_0.01

0.60

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.59

osm_offices_points_in_0.001

0.53

osm_train_stop_points_in_0.0075

0.33

osm_finance_points_in_0.001

0.33

osm_culture_points_in_0.001

0.31

osm_building_points_in_0.001

0.29

floor

0.17

osm_train_stop_points_in_0.005

0.17

date

0.09

realty_type

0.09

price_type

0.00

MOST FREQUENT VALUES

0

1,299

43.7%

1

603

20.3%

2

306

10.3%

3

237

8.0%

4

122

4.1%

6

80

2.7%

5

71

2.4%

7

47

1.6%

8

41

1.4%

9

37

1.2%

15

25

0.8%

13

21

0.7%

14

18

0.6%

11

16

0.5%

10

14

0.5%

SMALLEST VALUES

0

1,299

43.7%

1

603

20.3%

2

306

10.3%

3

237

8.0%

4

122

4.1%

5

71

2.4%

6

80

2.7%

7

47

1.6%

8

41

1.4%

9

37

1.2%

10

14

0.5%

11

16

0.5%

12

13

0.4%

13

21

0.7%

14

18

0.6%

LARGEST VALUES

31

1

<0.1%

25

3

0.1%

23

1

<0.1%

21

1

<0.1%

20

1

<0.1%

19

6

0.2%

18

5

0.2%

17

5

0.2%

16

1

<0.1%

15

25

0.8%

14

18

0.6%

13

21

0.7%

12

13

0.4%

11

16

0.5%

10

14

0.5%

osm_shops_points_in_0.005

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_amenity_points_in_0.005

0.98

osm_shops_points_in_0.0075

0.97

osm_amenity_points_in_0.0075

0.95

osm_shops_points_in_0.01

0.95

osm_amenity_points_in_0.01

0.93

osm_catering_points_in_0.005

0.92

osm_offices_points_in_0.005

0.91

osm_offices_points_in_0.0075

0.91

osm_catering_points_in_0.0075

0.90

osm_offices_points_in_0.01

0.90

osm_catering_points_in_0.01

0.89

osm_healthcare_points_in_0.01

0.88

osm_healthcare_points_in_0.0075

0.87

osm_hotels_points_in_0.01

0.85

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.80

osm_offices_points_in_0.001

0.56

osm_train_stop_points_in_0.0075

0.37

osm_finance_points_in_0.001

0.34

osm_building_points_in_0.001

0.33

osm_culture_points_in_0.001

0.33

osm_train_stop_points_in_0.005

0.23

floor

0.21

date

0.09

realty_type

0.05

price_type

0.00

MOST FREQUENT VALUES

9

111

3.7%

7

104

3.5%

2

104

3.5%

3

103

3.5%

10

103

3.5%

8

101

3.4%

11

89

3.0%

1

86

2.9%

12

85

2.9%

6

85

2.9%

19

82

2.8%

15

77

2.6%

14

77

2.6%

17

77

2.6%

5

76

2.6%

SMALLEST VALUES

0

59

2.0%

1

86

2.9%

2

104

3.5%

3

103

3.5%

4

74

2.5%

5

76

2.6%

6

85

2.9%

7

104

3.5%

8

101

3.4%

9

111

3.7%

10

103

3.5%

11

89

3.0%

12

85

2.9%

13

72

2.4%

14

77

2.6%

LARGEST VALUES

294

8

0.3%

282

2

<0.1%

280

1

<0.1%

262

1

<0.1%

261

3

0.1%

258

1

<0.1%

256

1

<0.1%

255

2

<0.1%

252

2

<0.1%

250

1

<0.1%

249

1

<0.1%

247

1

<0.1%

245

2

<0.1%

244

1

<0.1%

243

1

<0.1%

osm_shops_points_in_0.0075

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_shops_points_in_0.01

0.99

osm_amenity_points_in_0.0075

0.98

osm_amenity_points_in_0.01

0.97

osm_shops_points_in_0.005

0.97

osm_amenity_points_in_0.005

0.97

osm_offices_points_in_0.0075

0.95

osm_offices_points_in_0.01

0.95

osm_catering_points_in_0.0075

0.94

osm_catering_points_in_0.01

0.93

osm_catering_points_in_0.005

0.93

osm_healthcare_points_in_0.01

0.92

osm_offices_points_in_0.005

0.92

osm_healthcare_points_in_0.0075

0.90

osm_hotels_points_in_0.01

0.90

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.83

osm_offices_points_in_0.001

0.55

osm_train_stop_points_in_0.0075

0.35

osm_culture_points_in_0.001

0.33

osm_building_points_in_0.001

0.33

osm_finance_points_in_0.001

0.31

osm_train_stop_points_in_0.005

0.21

floor

0.20

date

0.09

realty_type

0.05

price_type

0.00

MOST FREQUENT VALUES

7

63

2.1%

11

61

2.1%

28

61

2.1%

14

58

2.0%

18

54

1.8%

6

53

1.8%

30

52

1.7%

20

52

1.7%

16

51

1.7%

21

49

1.6%

22

49

1.6%

15

48

1.6%

27

48

1.6%

12

47

1.6%

17

46

1.5%

SMALLEST VALUES

0

10

0.3%

1

15

0.5%

2

25

0.8%

3

41

1.4%

4

43

1.4%

5

45

1.5%

6

53

1.8%

7

63

2.1%

8

46

1.5%

9

29

1.0%

10

42

1.4%

11

61

2.1%

12

47

1.6%

13

35

1.2%

14

58

2.0%

LARGEST VALUES

515

1

<0.1%

498

3

0.1%

493

6

0.2%

491

2

<0.1%

477

2

<0.1%

476

2

<0.1%

475

1

<0.1%

474

1

<0.1%

471

2

<0.1%

470

1

<0.1%

468

4

0.1%

467

4

0.1%

466

3

0.1%

465

2

<0.1%

462

1

<0.1%

osm_shops_points_in_0.01

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_shops_points_in_0.0075

0.99

osm_amenity_points_in_0.01

0.99

osm_amenity_points_in_0.0075

0.98

osm_offices_points_in_0.01

0.96

osm_amenity_points_in_0.005

0.96

osm_catering_points_in_0.01

0.95

osm_offices_points_in_0.0075

0.95

osm_catering_points_in_0.0075

0.95

osm_shops_points_in_0.005

0.95

osm_healthcare_points_in_0.01

0.94

osm_catering_points_in_0.005

0.92

osm_hotels_points_in_0.01

0.91

osm_offices_points_in_0.005

0.91

osm_hotels_points_in_0.0075

0.91

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.85

osm_offices_points_in_0.001

0.55

osm_culture_points_in_0.001

0.34

osm_train_stop_points_in_0.0075

0.34

osm_building_points_in_0.001

0.32

osm_finance_points_in_0.001

0.29

osm_train_stop_points_in_0.005

0.20

floor

0.19

date

0.09

realty_type

0.05

price_type

0.00

MOST FREQUENT VALUES

41

47

1.6%

22

38

1.3%

12

38

1.3%

10

38

1.3%

18

38

1.3%

16

37

1.2%

34

36

1.2%

32

35

1.2%

15

35

1.2%

64

33

1.1%

61

33

1.1%

31

33

1.1%

26

32

1.1%

62

32

1.1%

40

31

1.0%

SMALLEST VALUES

0

6

0.2%

1

6

0.2%

2

7

0.2%

3

10

0.3%

4

17

0.6%

5

19

0.6%

6

25

0.8%

7

27

0.9%

8

27

0.9%

9

18

0.6%

10

38

1.3%

11

22

0.7%

12

38

1.3%

13

27

0.9%

14

29

1.0%

LARGEST VALUES

797

1

<0.1%

793

2

<0.1%

792

2

<0.1%

791

1

<0.1%

779

1

<0.1%

768

2

<0.1%

765

1

<0.1%

755

1

<0.1%

752

1

<0.1%

751

2

<0.1%

750

2

<0.1%

749

2

<0.1%

748

1

<0.1%

747

2

<0.1%

743

2

<0.1%

osm_subway_closest_dist

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_city_nearest_population

-0.30

osm_city_closest_dist

0.20

reform_house_population_1000

-0.19

osm_train_stop_closest_dist

0.19

lat

-0.19

osm_catering_points_in_0.01

-0.19

osm_offices_points_in_0.01

-0.19

osm_healthcare_points_in_0.01

-0.18

osm_catering_points_in_0.0075

-0.18

osm_hotels_points_in_0.01

-0.18

osm_hotels_points_in_0.0075

-0.18

osm_leisure_points_in_0.01

-0.18

osm_offices_points_in_0.0075

-0.17

osm_crossing_points_in_0.01

-0.17

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.95

osm_train_stop_points_in_0.0075

0.16

floor

0.16

osm_offices_points_in_0.001

0.10

osm_train_stop_points_in_0.005

0.08

date

0.08

osm_finance_points_in_0.001

0.07

osm_building_points_in_0.001

0.07

osm_culture_points_in_0.001

0.07

realty_type

0.06

price_type

0.00

MOST FREQUENT VALUES

0.0566771611193599

12

0.4%

0.0584871644966931

8

0.3%

199.1134905402572

8

0.3%

0.713491758583982

7

0.2%

458.67474312344007

7

0.2%

385.7713752625746

6

0.2%

1.7742867372903115

6

0.2%

0.7836641011847427

6

0.2%

2.4317890749517845

6

0.2%

0.6216413889843156

6

0.2%

0.8699290908743206

6

0.2%

7.374468459686978

5

0.2%

1.2410753865989264

5

0.2%

432.0153039442106

5

0.2%

1.555047327251479

5

0.2%

SMALLEST VALUES

0.0543474156444808

1

<0.1%

0.0566771611193599

12

0.4%

0.0584871644966931

8

0.3%

0.0587486222407314

4

0.1%

0.0588614414064572

1

<0.1%

0.0593016026515027

1

<0.1%

0.0715395028242587

1

<0.1%

0.0879120850514779

1

<0.1%

0.0960608168613216

1

<0.1%

0.1002295022227026

1

<0.1%

0.1013349212138936

1

<0.1%

0.108964079833319

1

<0.1%

0.1131607312915323

1

<0.1%

0.1185896355645097

1

<0.1%

0.1211023633721148

1

<0.1%

LARGEST VALUES

2356.0409439506084

1

<0.1%

2356.0333813646657

1

<0.1%

2277.8431917269986

1

<0.1%

2277.288543314039

1

<0.1%

2276.179088250949

1

<0.1%

2272.8477022408083

1

<0.1%

2272.838281351173

3

0.1%

2272.71182121827

1

<0.1%

2272.621326539351

1

<0.1%

2272.2968960385506

1

<0.1%

2272.2878415071923

1

<0.1%

2272.264717386849

1

<0.1%

2271.7687487150256

2

<0.1%

2230.224118564579

1

<0.1%

1502.7327641157842

1

<0.1%

osm_train_stop_closest_dist

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

lat

0.32

osm_transport_stop_points_in_0.01

-0.22

lng

-0.21

osm_transport_stop_points_in_0.0075

-0.20

osm_subway_closest_dist

0.19

reform_house_population_1000

-0.18

osm_city_nearest_population

-0.16

osm_city_closest_dist

0.16

osm_transport_stop_points_in_0.005

-0.16

reform_house_population_500

-0.15

osm_healthcare_points_in_0.01

-0.13

osm_finance_points_in_0.01

-0.12

osm_healthcare_points_in_0.0075

-0.12

reform_count_of_houses_1000

-0.12

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.74

floor

0.12

date

0.10

osm_culture_points_in_0.001

0.09

osm_train_stop_points_in_0.0075

0.08

osm_offices_points_in_0.001

0.06

osm_train_stop_points_in_0.005

0.06

osm_finance_points_in_0.001

0.05

osm_building_points_in_0.001

0.01

realty_type

0.01

price_type

0.00

MOST FREQUENT VALUES

0.8049003090870804

12

0.4%

3.739495608911077

8

0.3%

1.302496652013141

8

0.3%

4.601232573065649

7

0.2%

7.049763141291207

7

0.2%

51.13388382788274

6

0.2%

0.7711242248027782

6

0.2%

5.959545874195169

6

0.2%

4.827763469142006

6

0.2%

0.9588179211076912

6

0.2%

3.504730914625126

6

0.2%

4.0195006377645335

5

0.2%

3.9624411524380654

5

0.2%

5.44801925565416

5

0.2%

3.950592571199615

5

0.2%

SMALLEST VALUES

0.0889501924483277

1

<0.1%

0.1265484483609259

1

<0.1%

0.1449143835638794

2

<0.1%

0.1503865446388276

1

<0.1%

0.1527285158282775

1

<0.1%

0.1601920005112618

1

<0.1%

0.164232816819972

1

<0.1%

0.1688311997400061

1

<0.1%

0.1816604653501446

2

<0.1%

0.184549056944433

1

<0.1%

0.1846249405660187

1

<0.1%

0.1867424035537246

1

<0.1%

0.1922104325198233

1

<0.1%

0.1976971922553384

2

<0.1%

0.2113565594501706

1

<0.1%

LARGEST VALUES

458.08151915541777

1

<0.1%

457.81828579952247

1

<0.1%

457.2884254433931

1

<0.1%

339.10888256334925

1

<0.1%

338.92235212836164

1

<0.1%

338.6243614274615

1

<0.1%

338.54047784288485

1

<0.1%

338.2618200481894

1

<0.1%

252.9075392377597

1

<0.1%

139.7573856531064

1

<0.1%

106.04595573452852

1

<0.1%

105.3521285345282

1

<0.1%

100.8226255663456

1

<0.1%

99.30253130448276

1

<0.1%

96.75355356169544

1

<0.1%

osm_train_stop_points_in_0.005

MISSING:

---

TOP CATEGORIES

0

2,911

98%

1

26

<1%

2

19

<1%

5

9

<1%

3

4

<1%

8

2

<1%

4

1

<1%

9

1

<1%

6

1

<1%

ALL

2,974

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

osm_train_stop_points_in_0.005
PROVIDES INFORMATION ON...

price_type

1.00

osm_train_stop_points_in_0.0075

0.38

osm_building_points_in_0.001

0.06

osm_offices_points_in_0.001

0.01

osm_finance_points_in_0.001

0.01

region

0.01

osm_culture_points_in_0.001

0.01

floor

0.01

date

0.01

realty_type

0.00

THESE FEATURES
GIVE INFORMATION
ON osm_train_stop_points_in_0.005:

osm_train_stop_points_in_0.0075

0.74

region

0.26

floor

0.13

date

0.12

osm_offices_points_in_0.001

0.07

osm_building_points_in_0.001

0.05

osm_finance_points_in_0.001

0.04

realty_type

0.02

osm_culture_points_in_0.001

0.02

price_type

-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

osm_train_stop_points_in_0.005
CORRELATION RATIO WITH...

osm_train_stop_points_in_0.01

0.49

osm_hotels_points_in_0.0075

0.24

osm_hotels_points_in_0.01

0.23

osm_shops_points_in_0.005

0.23

osm_catering_points_in_0.005

0.22

osm_hotels_points_in_0.005

0.22

osm_amenity_points_in_0.005

0.21

osm_shops_points_in_0.0075

0.21

osm_catering_points_in_0.0075

0.20

osm_offices_points_in_0.005

0.20

osm_catering_points_in_0.01

0.20

osm_shops_points_in_0.01

0.20

osm_amenity_points_in_0.0075

0.19

osm_offices_points_in_0.0075

0.19

osm_train_stop_points_in_0.0075

MISSING:

---

TOP CATEGORIES

0

2,839

95%

2

47

2%

1

42

1%

8

15

<1%

5

14

<1%

3

9

<1%

7

3

<1%

6

2

<1%

9

2

<1%

4

1

<1%

ALL

2,974

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

osm_train_stop_points_in_0.0075
PROVIDES INFORMATION ON...

price_type

1.00

osm_train_stop_points_in_0.005

0.74

osm_building_points_in_0.001

0.06

osm_offices_points_in_0.001

0.03

osm_culture_points_in_0.001

0.02

region

0.02

floor

0.01

osm_finance_points_in_0.001

0.01

date

0.01

realty_type

0.00

THESE FEATURES
GIVE INFORMATION
ON osm_train_stop_points_in_0.0075:

osm_train_stop_points_in_0.005

0.38

region

0.25

floor

0.10

osm_offices_points_in_0.001

0.09

date

0.09

osm_building_points_in_0.001

0.03

osm_finance_points_in_0.001

0.03

osm_culture_points_in_0.001

0.03

realty_type

0.01

price_type

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

osm_train_stop_points_in_0.0075
CORRELATION RATIO WITH...

osm_train_stop_points_in_0.01

0.80

osm_hotels_points_in_0.01

0.40

osm_hotels_points_in_0.0075

0.39

osm_shops_points_in_0.005

0.37

osm_catering_points_in_0.005

0.37

osm_hotels_points_in_0.005

0.36

osm_catering_points_in_0.0075

0.36

osm_shops_points_in_0.0075

0.35

osm_amenity_points_in_0.005

0.34

osm_catering_points_in_0.01

0.34

osm_offices_points_in_0.005

0.34

osm_shops_points_in_0.01

0.34

osm_amenity_points_in_0.0075

0.33

osm_shops_points_in_0.001

0.33

osm_train_stop_points_in_0.01

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_hotels_points_in_0.01

0.40

osm_hotels_points_in_0.0075

0.39

osm_hotels_points_in_0.005

0.38

osm_shops_points_in_0.005

0.36

osm_shops_points_in_0.0075

0.36

osm_catering_points_in_0.0075

0.36

osm_shops_points_in_0.01

0.35

osm_catering_points_in_0.005

0.35

osm_offices_points_in_0.005

0.35

osm_catering_points_in_0.01

0.35

osm_amenity_points_in_0.005

0.34

osm_amenity_points_in_0.0075

0.34

osm_amenity_points_in_0.01

0.34

osm_offices_points_in_0.01

0.33

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

osm_train_stop_points_in_0.0075

0.80

osm_train_stop_points_in_0.005

0.49

osm_offices_points_in_0.001

0.39

region

0.37

floor

0.24

osm_building_points_in_0.001

0.17

osm_culture_points_in_0.001

0.16

date

0.08

osm_finance_points_in_0.001

0.07

realty_type

0.01

price_type

0.00

MOST FREQUENT VALUES

0

2,730

91.8%

1

85

2.9%

2

73

2.5%

8

41

1.4%

3

19

0.6%

5

9

0.3%

7

0.2%

9

4

0.1%

4

3

0.1%

10

2

<0.1%

6

1

<0.1%

SMALLEST VALUES

0

2,730

91.8%

1

85

2.9%

2

73

2.5%

3

19

0.6%

4

3

0.1%

5

9

0.3%

6

1

<0.1%

7

0.2%

8

41

1.4%

9

4

0.1%

10

2

<0.1%

LARGEST VALUES

10

2

<0.1%

9

4

0.1%

8

41

1.4%

7

0.2%

6

1

<0.1%

5

9

0.3%

4

3

0.1%

3

19

0.6%

2

73

2.5%

1

85

2.9%

0

2,730

91.8%

osm_transport_stop_closest_dist

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_transport_stop_points_in_0.005

-0.36

osm_transport_stop_points_in_0.0075

-0.30

osm_transport_stop_points_in_0.01

-0.24

osm_crossing_closest_dist

0.22

osm_crossing_points_in_0.005

-0.22

osm_amenity_points_in_0.001

-0.22

osm_crossing_points_in_0.001

-0.21

osm_shops_points_in_0.001

-0.21

osm_crossing_points_in_0.0075

-0.20

osm_finance_points_in_0.005

-0.19

osm_crossing_points_in_0.01

-0.19

osm_amenity_points_in_0.005

-0.17

osm_finance_points_in_0.0075

-0.17

osm_shops_points_in_0.005

-0.16

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.28

floor

0.27

osm_finance_points_in_0.001

0.15

osm_offices_points_in_0.001

0.12

osm_culture_points_in_0.001

0.11

osm_building_points_in_0.001

0.10

date

0.09

osm_train_stop_points_in_0.0075

0.06

osm_train_stop_points_in_0.005

0.05

realty_type

0.03

price_type

0.00

MOST FREQUENT VALUES

0.0566771611193599

12

0.4%

0.1312429141268579

8

0.3%

0.0589047254177186

8

0.3%

0.1189600193972061

7

0.2%

0.3767692685348349

7

0.2%

0.311885400880742

6

0.2%

0.2519706569938565

6

0.2%

0.0504367050436127

6

0.2%

0.1721229746686716

6

0.2%

0.0859305045109593

6

0.2%

0.0646082043682344

6

0.2%

0.2805275113153047

5

0.2%

0.185409614472431

5

0.2%

0.1440899696210684

5

0.2%

0.1252718722134908

5

0.2%

SMALLEST VALUES

0.0051694387187015

1

<0.1%

0.0057537232725624

1

<0.1%

0.0058769037473161

1

<0.1%

0.0079261392852234

5

0.2%

0.0086804013245856

1

<0.1%

0.0095250088238532

1

<0.1%

0.0099259013647265

1

<0.1%

0.0099807194385851

1

<0.1%

0.0101275298289887

1

<0.1%

0.0103634259585736

2

<0.1%

0.0106987933191272

1

<0.1%

0.0130959931553756

1

<0.1%

0.01407278974185

1

<0.1%

0.0147522151998373

2

<0.1%

0.015217473113388

1

<0.1%

LARGEST VALUES

1.434241152621875

1

<0.1%

1.317971456083982

2

<0.1%

1.2377763587650987

1

<0.1%

1.071301057216806

1

<0.1%

1.0131617711356258

1

<0.1%

0.9911997391825336

1

<0.1%

0.9766186602639668

1

<0.1%

0.936116986381025

1

<0.1%

0.932859740330583

1

<0.1%

0.925376139456235

1

<0.1%

0.9119840630508312

1

<0.1%

0.8722601778581163

1

<0.1%

0.820444998030587

1

<0.1%

0.8012105904987976

2

<0.1%

0.7636092215823379

1

<0.1%

osm_transport_stop_points_in_0.005

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_transport_stop_points_in_0.0075

0.83

osm_transport_stop_points_in_0.01

0.73

osm_amenity_points_in_0.005

0.65

osm_shops_points_in_0.005

0.63

osm_catering_points_in_0.005

0.62

osm_amenity_points_in_0.0075

0.62

osm_offices_points_in_0.005

0.61

osm_amenity_points_in_0.01

0.60

osm_shops_points_in_0.0075

0.60

osm_finance_points_in_0.005

0.59

osm_catering_points_in_0.0075

0.59

osm_shops_points_in_0.01

0.58

osm_finance_points_in_0.0075

0.57

osm_offices_points_in_0.0075

0.57

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.61

osm_offices_points_in_0.001

0.40

osm_culture_points_in_0.001

0.33

osm_finance_points_in_0.001

0.24

osm_train_stop_points_in_0.0075

0.22

floor

0.22

osm_building_points_in_0.001

0.14

osm_train_stop_points_in_0.005

0.14

date

0.08

realty_type

0.04

price_type

0.00

MOST FREQUENT VALUES

4

362

12.2%

5

300

10.1%

6

290

9.8%

2

268

9.0%

7

254

8.5%

3

231

7.8%

8

188

6.3%

9

159

5.3%

10

138

4.6%

11

124

4.2%

12

94

3.2%

0

81

2.7%

13

71

2.4%

1

70

2.4%

15

59

2.0%

SMALLEST VALUES

0

81

2.7%

1

70

2.4%

2

268

9.0%

3

231

7.8%

4

362

12.2%

5

300

10.1%

6

290

9.8%

7

254

8.5%

8

188

6.3%

9

159

5.3%

10

138

4.6%

11

124

4.2%

12

94

3.2%

13

71

2.4%

14

58

2.0%

LARGEST VALUES

31

2

<0.1%

30

1

<0.1%

29

4

0.1%

28

2

<0.1%

27

11

0.4%

26

16

0.5%

25

20

0.7%

24

8

0.3%

23

20

0.7%

22

11

0.4%

21

8

0.3%

20

18

0.6%

19

14

0.5%

18

40

1.3%

17

14

0.5%

osm_transport_stop_points_in_0.0075

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_transport_stop_points_in_0.01

0.92

osm_transport_stop_points_in_0.005

0.83

osm_amenity_points_in_0.0075

0.72

osm_amenity_points_in_0.01

0.71

osm_amenity_points_in_0.005

0.71

osm_shops_points_in_0.0075

0.70

osm_shops_points_in_0.01

0.70

osm_catering_points_in_0.0075

0.68

osm_shops_points_in_0.005

0.68

osm_healthcare_points_in_0.01

0.67

osm_catering_points_in_0.01

0.67

osm_catering_points_in_0.005

0.67

osm_finance_points_in_0.01

0.67

osm_offices_points_in_0.0075

0.66

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.69

osm_offices_points_in_0.001

0.40

osm_culture_points_in_0.001

0.29

osm_finance_points_in_0.001

0.23

floor

0.23

osm_train_stop_points_in_0.0075

0.21

osm_building_points_in_0.001

0.16

osm_train_stop_points_in_0.005

0.13

date

0.08

realty_type

0.05

price_type

0.00

MOST FREQUENT VALUES

11

189

6.4%

12

184

6.2%

8

165

5.5%

10

163

5.5%

14

157

5.3%

9

154

5.2%

6

144

4.8%

7

144

4.8%

13

125

4.2%

16

117

3.9%

15

115

3.9%

5

104

3.5%

19

96

3.2%

18

96

3.2%

20

94

3.2%

SMALLEST VALUES

0

19

0.6%

1

22

0.7%

2

40

1.3%

3

47

1.6%

4

74

2.5%

5

104

3.5%

6

144

4.8%

7

144

4.8%

8

165

5.5%

9

154

5.2%

10

163

5.5%

11

189

6.4%

12

184

6.2%

13

125

4.2%

14

157

5.3%

LARGEST VALUES

56

2

<0.1%

53

1

<0.1%

52

3

0.1%

51

1

<0.1%

50

2

<0.1%

49

5

0.2%

47

7

0.2%

46

3

0.1%

45

7

0.2%

44

6

0.2%

43

4

0.1%

42

11

0.4%

41

6

0.2%

40

5

0.2%

39

27

0.9%

osm_transport_stop_points_in_0.01

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_transport_stop_points_in_0.0075

0.92

osm_amenity_points_in_0.01

0.75

osm_shops_points_in_0.01

0.74

osm_amenity_points_in_0.0075

0.74

osm_transport_stop_points_in_0.005

0.73

osm_shops_points_in_0.0075

0.72

osm_healthcare_points_in_0.01

0.72

osm_amenity_points_in_0.005

0.71

osm_finance_points_in_0.01

0.71

osm_catering_points_in_0.01

0.70

osm_catering_points_in_0.0075

0.70

osm_offices_points_in_0.01

0.69

osm_leisure_points_in_0.01

0.69

osm_healthcare_points_in_0.0075

0.69

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.73

osm_offices_points_in_0.001

0.41

osm_culture_points_in_0.001

0.30

floor

0.21

osm_finance_points_in_0.001

0.21

osm_train_stop_points_in_0.0075

0.20

osm_building_points_in_0.001

0.17

osm_train_stop_points_in_0.005

0.13

date

0.07

realty_type

0.06

price_type

0.00

MOST FREQUENT VALUES

16

149

5.0%

14

127

4.3%

15

125

4.2%

17

118

4.0%

18

116

3.9%

13

108

3.6%

24

106

3.6%

21

100

3.4%

19

97

3.3%

26

94

3.2%

12

91

3.1%

23

89

3.0%

20

89

3.0%

22

87

2.9%

29

80

2.7%

SMALLEST VALUES

0

7

0.2%

1

11

0.4%

2

20

0.7%

3

15

0.5%

4

12

0.4%

5

26

0.9%

6

46

1.5%

7

48

1.6%

8

49

1.6%

9

66

2.2%

10

62

2.1%

11

54

1.8%

12

91

3.1%

13

108

3.6%

14

127

4.3%

LARGEST VALUES

78

1

<0.1%

77

2

<0.1%

75

10

0.3%

74

6

0.2%

73

1

<0.1%

72

4

0.1%

71

1

<0.1%

70

8

0.3%

69

3

0.1%

68

2

<0.1%

67

8

0.3%

66

10

0.3%

65

5

0.2%

64

12

0.4%

63

8

0.3%

reform_count_of_houses_1000

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

reform_count_of_houses_500

0.90

reform_house_population_1000

0.62

osm_amenity_points_in_0.01

0.62

osm_amenity_points_in_0.0075

0.62

osm_shops_points_in_0.01

0.61

reform_mean_year_building_1000

-0.61

osm_shops_points_in_0.0075

0.61

osm_amenity_points_in_0.005

0.60

osm_healthcare_points_in_0.01

0.60

osm_healthcare_points_in_0.0075

0.59

osm_finance_points_in_0.01

0.58

osm_catering_points_in_0.01

0.58

osm_catering_points_in_0.0075

0.58

osm_shops_points_in_0.005

0.58

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.61

osm_offices_points_in_0.001

0.29

floor

0.25

osm_culture_points_in_0.001

0.25

osm_building_points_in_0.001

0.23

osm_train_stop_points_in_0.0075

0.21

osm_finance_points_in_0.001

0.20

osm_train_stop_points_in_0.005

0.12

date

0.08

realty_type

0.02

price_type

0.00

MOST FREQUENT VALUES

94

45

1.5%

91

37

1.2%

0

35

1.2%

122

30

1.0%

154

28

0.9%

93

27

0.9%

121

26

0.9%

96

26

0.9%

101

25

0.8%

123

24

0.8%

160

24

0.8%

102

23

0.8%

119

22

0.7%

149

21

0.7%

125

21

0.7%

SMALLEST VALUES

0

35

1.2%

2

1

<0.1%

3

6

0.2%

4

2

<0.1%

5

2

<0.1%

6

2

<0.1%

7

4

0.1%

9

1

<0.1%

11

1

<0.1%

12

2

<0.1%

13

1

<0.1%

14

1

<0.1%

15

2

<0.1%

16

2

<0.1%

17

1

<0.1%

LARGEST VALUES

649

1

<0.1%

645

2

<0.1%

554

2

<0.1%

548

2

<0.1%

544

1

<0.1%

536

2

<0.1%

527

1

<0.1%

525

1

<0.1%

519

1

<0.1%

512

3

0.1%

506

1

<0.1%

503

1

<0.1%

501

2

<0.1%

500

1

<0.1%

494

1

<0.1%

reform_count_of_houses_500

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

reform_count_of_houses_1000

0.90

reform_house_population_500

0.56

reform_mean_year_building_1000

-0.54

osm_amenity_points_in_0.0075

0.52

osm_healthcare_points_in_0.0075

0.52

osm_amenity_points_in_0.01

0.52

osm_shops_points_in_0.0075

0.51

osm_healthcare_points_in_0.01

0.51

osm_amenity_points_in_0.005

0.51

osm_shops_points_in_0.01

0.51

reform_mean_year_building_500

-0.51

reform_house_population_1000

0.50

osm_healthcare_points_in_0.005

0.50

osm_shops_points_in_0.005

0.50

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.56

floor

0.25

osm_building_points_in_0.001

0.22

osm_offices_points_in_0.001

0.21

osm_finance_points_in_0.001

0.21

osm_culture_points_in_0.001

0.19

osm_train_stop_points_in_0.0075

0.14

date

0.08

osm_train_stop_points_in_0.005

0.06

realty_type

0.04

price_type

0.00

MOST FREQUENT VALUES

42

66

2.2%

29

65

2.2%

36

65

2.2%

24

61

2.1%

35

60

2.0%

31

59

2.0%

32

58

2.0%

45

57

1.9%

28

57

1.9%

43

57

1.9%

33

54

1.8%

44

53

1.8%

30

52

1.7%

25

52

1.7%

22

51

1.7%

SMALLEST VALUES

0

48

1.6%

1

17

0.6%

2

11

0.4%

3

4

0.1%

4

8

0.3%

5

12

0.4%

6

10

0.3%

7

15

0.5%

8

19

0.6%

9

21

0.7%

10

33

1.1%

11

18

0.6%

12

46

1.5%

13

25

0.8%

14

24

0.8%

LARGEST VALUES

213

4

0.1%

212

1

<0.1%

210

2

<0.1%

202

1

<0.1%

192

2

<0.1%

189

3

0.1%

183

2

<0.1%

175

1

<0.1%

166

3

0.1%

163

1

<0.1%

162

1

<0.1%

161

2

<0.1%

155

1

<0.1%

154

1

<0.1%

153

1

<0.1%

reform_house_population_1000

MISSING:

35

(1%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

reform_house_population_500

0.85

osm_healthcare_points_in_0.01

0.73

osm_shops_points_in_0.01

0.72

osm_amenity_points_in_0.01

0.70

osm_shops_points_in_0.0075

0.70

osm_healthcare_points_in_0.0075

0.69

osm_offices_points_in_0.01

0.69

osm_amenity_points_in_0.0075

0.69

osm_offices_points_in_0.0075

0.68

osm_hotels_points_in_0.01

0.68

osm_hotels_points_in_0.0075

0.68

osm_catering_points_in_0.01

0.67

osm_catering_points_in_0.0075

0.66

osm_hotels_points_in_0.005

0.65

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.65

osm_offices_points_in_0.001

0.37

osm_building_points_in_0.001

0.26

osm_train_stop_points_in_0.0075

0.26

osm_culture_points_in_0.001

0.23

osm_finance_points_in_0.001

0.21

floor

0.21

osm_train_stop_points_in_0.005

0.14

date

0.08

realty_type

0.00

price_type

0.00

MOST FREQUENT VALUES

7628.0

12

0.4%

2385.0

10

0.3%

2855.0

10

0.3%

2755.0

9

0.3%

1364.0

9

0.3%

1089.0

9

0.3%

938.0

8

0.3%

4219.0

8

0.3%

1902.0

8

0.3%

1636.0

8

0.3%

3830.0

7

0.2%

1947.0

7

0.2%

2344.0

7

0.2%

2234.0

7

0.2%

1436.0

6

0.2%

SMALLEST VALUES

1.0

6

0.2%

2.0

1

<0.1%

4.0

1

<0.1%

20.0

1

<0.1%

35.0

2

<0.1%

62.0

1

<0.1%

68.0

1

<0.1%

82.0

1

<0.1%

83.0

1

<0.1%

94.0

5

0.2%

98.0

1

<0.1%

110.0

1

<0.1%

123.0

1

<0.1%

191.0

1

<0.1%

202.0

1

<0.1%

LARGEST VALUES

8242.0

1

<0.1%

8141.0

1

<0.1%

8010.0

2

<0.1%

7994.0

1

<0.1%

7978.0

1

<0.1%

7967.0

1

<0.1%

7870.0

1

<0.1%

7809.0

1

<0.1%

7803.0

1

<0.1%

7802.0

1

<0.1%

7788.0

1

<0.1%

7759.0

2

<0.1%

7747.0

2

<0.1%

7728.0

1

<0.1%

7663.0

1

<0.1%

reform_house_population_500

MISSING:

48

(2%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

reform_house_population_1000

0.85

osm_healthcare_points_in_0.0075

0.62

osm_healthcare_points_in_0.01

0.61

osm_shops_points_in_0.01

0.59

osm_shops_points_in_0.0075

0.59

osm_healthcare_points_in_0.005

0.58

osm_amenity_points_in_0.01

0.58

osm_offices_points_in_0.0075

0.57

osm_offices_points_in_0.01

0.57

osm_hotels_points_in_0.0075

0.57

osm_amenity_points_in_0.0075

0.57

osm_hotels_points_in_0.01

0.57

osm_shops_points_in_0.005

0.57

reform_count_of_houses_500

0.56

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.56

osm_offices_points_in_0.001

0.27

osm_building_points_in_0.001

0.26

floor

0.22

osm_finance_points_in_0.001

0.22

osm_culture_points_in_0.001

0.18

osm_train_stop_points_in_0.0075

0.17

osm_train_stop_points_in_0.005

0.08

date

0.08

realty_type

0.03

price_type

0.00

MOST FREQUENT VALUES

919.0

13

0.4%

2631.0

12

0.4%

781.0

12

0.4%

618.0

10

0.3%

913.0

9

0.3%

733.0

9

0.3%

827.0

9

0.3%

30.0

9

0.3%

464.0

9

0.3%

567.0

9

0.3%

403.0

9

0.3%

956.0

9

0.3%

409.0

9

0.3%

758.0

8

0.3%

705.0

8

0.3%

SMALLEST VALUES

1.0

7

0.2%

2.0

1

<0.1%

5.0

1

<0.1%

9.0

1

<0.1%

14.0

1

<0.1%

16.0

1

<0.1%

18.0

1

<0.1%

20.0

1

<0.1%

22.0

1

<0.1%

27.0

1

<0.1%

30.0

9

0.3%

34.0

1

<0.1%

36.0

1

<0.1%

38.0

1

<0.1%

41.0

1

<0.1%

LARGEST VALUES

2893.0

1

<0.1%

2794.0

2

<0.1%

2737.0

2

<0.1%

2735.0

1

<0.1%

2664.0

1

<0.1%

2648.0

1

<0.1%

2640.0

1

<0.1%

2631.0

12

0.4%

2615.0

4

0.1%

2591.0

1

<0.1%

2507.0

2

<0.1%

2502.0

1

<0.1%

2493.0

1

<0.1%

2474.0

1

<0.1%

2458.0

1

<0.1%

reform_mean_floor_count_1000

MISSING:

35

(1%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

reform_mean_floor_count_500

0.88

reform_mean_year_building_1000

0.51

reform_mean_year_building_500

0.47

reform_count_of_houses_1000

-0.46

reform_count_of_houses_500

-0.45

osm_historic_points_in_0.01

-0.30

osm_historic_points_in_0.0075

-0.29

osm_historic_points_in_0.005

-0.26

osm_crossing_points_in_0.005

-0.21

osm_amenity_points_in_0.005

-0.20

osm_amenity_points_in_0.0075

-0.20

osm_crossing_points_in_0.0075

-0.19

osm_catering_points_in_0.005

-0.19

osm_catering_points_in_0.0075

-0.19

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.54

floor

0.20

osm_culture_points_in_0.001

0.14

osm_offices_points_in_0.001

0.09

date

0.08

osm_finance_points_in_0.001

0.07

osm_train_stop_points_in_0.0075

0.07

osm_building_points_in_0.001

0.06

osm_train_stop_points_in_0.005

0.05

realty_type

0.03

price_type

0.00

MOST FREQUENT VALUES

4.832917705735661

12

0.4%

4.615384615384615

9

0.3%

4.566473988439307

8

0.3%

4.666666666666667

8

0.3%

1.0

7

0.2%

7.172043010752687

7

0.2%

6.642857142857142

7

0.2%

4.4444444444444455

6

0.2%

15.527472527472527

6

0.2%

6.775862068965517

6

0.2%

5.931972789115648

6

0.2%

12.522222222222226

6

0.2%

4.602272727272728

6

0.2%

10.372340425531917

6

0.2%

10.636363636363637

6

0.2%

SMALLEST VALUES

1.0

7

0.2%

1.5

1

<0.1%

1.7142857142857142

1

<0.1%

1.870967741935484

1

<0.1%

1.912621359223301

2

<0.1%

2.117647058823529

1

<0.1%

2.156862745098039

1

<0.1%

2.2

1

<0.1%

2.2257053291536053

1

<0.1%

2.3626373626373627

1

<0.1%

2.375

1

<0.1%

2.3773584905660377

1

<0.1%

2.431372549019608

1

<0.1%

2.44

1

<0.1%

2.4545454545454546

1

<0.1%

LARGEST VALUES

29.83870967741936

1

<0.1%

20.5625

1

<0.1%

18.90322580645161

2

<0.1%

18.5

1

<0.1%

17.36111111111111

1

<0.1%

17.083333333333332

1

<0.1%

17.0

1

<0.1%

16.973684210526315

1

<0.1%

16.952380952380953

1

<0.1%

16.125

1

<0.1%

16.083333333333332

1

<0.1%

16.057142857142857

2

<0.1%

15.733333333333333

1

<0.1%

15.727272727272728

2

<0.1%

15.527472527472527

6

0.2%

reform_mean_floor_count_500

MISSING:

48

(2%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

reform_mean_floor_count_1000

0.88

reform_mean_year_building_500

0.48

reform_count_of_houses_500

-0.46

reform_mean_year_building_1000

0.46

reform_count_of_houses_1000

-0.44

osm_historic_points_in_0.01

-0.30

osm_historic_points_in_0.0075

-0.30

osm_historic_points_in_0.005

-0.28

osm_crossing_points_in_0.005

-0.22

osm_crossing_points_in_0.0075

-0.21

osm_transport_stop_points_in_0.005

-0.21

osm_amenity_points_in_0.005

-0.20

osm_amenity_points_in_0.0075

-0.20

osm_transport_stop_points_in_0.0075

-0.19

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.47

floor

0.31

osm_culture_points_in_0.001

0.13

date

0.09

osm_offices_points_in_0.001

0.08

osm_finance_points_in_0.001

0.08

osm_train_stop_points_in_0.0075

0.07

osm_building_points_in_0.001

0.06

osm_train_stop_points_in_0.005

0.05

realty_type

0.01

price_type

0.00

MOST FREQUENT VALUES

10.0

20

0.7%

6.0

18

0.6%

5.5

17

0.6%

8.0

16

0.5%

5.0

16

0.5%

9.0

12

0.4%

6.333333333333332

12

0.4%

4.826388888888889

12

0.4%

4.5

10

0.3%

6.125

10

0.3%

6.5

9

0.3%

6.277777777777778

9

0.3%

12.041666666666664

9

0.3%

4.0

9

0.3%

7.0

9

0.3%

SMALLEST VALUES

1.0

8

0.3%

1.4333333333333331

1

<0.1%

1.5

1

<0.1%

1.7714285714285714

1

<0.1%

1.8333333333333333

3

0.1%

1.8421052631578947

1

<0.1%

1.8611111111111112

1

<0.1%

1.8636363636363635

1

<0.1%

1.8833333333333333

2

<0.1%

1.8888888888888888

1

<0.1%

1.9791666666666667

1

<0.1%

1.9898989898989896

1

<0.1%

2.0

3

0.1%

2.0104166666666665

1

<0.1%

2.0636363636363635

1

<0.1%

LARGEST VALUES

26.85714285714285

4

0.1%

24.02702702702703

1

<0.1%

22.0

1

<0.1%

21.3

2

<0.1%

21.285714285714285

1

<0.1%

21.166666666666668

4

0.1%

19.9375

2

<0.1%

19.045454545454547

1

<0.1%

18.0

4

0.1%

17.642857142857142

1

<0.1%

17.125

1

<0.1%

17.1

1

<0.1%

17.0

1

<0.1%

16.666666666666668

1

<0.1%

16.615384615384613

2

<0.1%

reform_mean_year_building_1000

MISSING:

35

(1%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

reform_mean_year_building_500

0.95

osm_catering_points_in_0.0075

-0.72

osm_catering_points_in_0.01

-0.71

osm_catering_points_in_0.005

-0.71

osm_amenity_points_in_0.0075

-0.71

osm_amenity_points_in_0.01

-0.71

osm_amenity_points_in_0.005

-0.70

osm_offices_points_in_0.01

-0.70

osm_offices_points_in_0.0075

-0.69

osm_hotels_points_in_0.01

-0.69

osm_hotels_points_in_0.0075

-0.68

osm_offices_points_in_0.005

-0.68

osm_shops_points_in_0.01

-0.67

osm_shops_points_in_0.0075

-0.67

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.80

osm_culture_points_in_0.001

0.19

floor

0.10

date

0.09

osm_offices_points_in_0.001

0.06

realty_type

0.04

osm_finance_points_in_0.001

0.04

osm_train_stop_points_in_0.0075

0.03

osm_train_stop_points_in_0.005

0.02

osm_building_points_in_0.001

0.02

price_type

0.00

MOST FREQUENT VALUES

1881.282442748092

12

0.4%

1971.7692307692307

8

0.3%

1852.2209302325589

8

0.3%

1993.8494623655915

7

0.2%

1972.424

7

0.2%

2005.979166666667

6

0.2%

1987.9680851063836

6

0.2%

1979.0

6

0.2%

2001.509090909091

6

0.2%

1967.0472972972973

6

0.2%

1969.9

6

0.2%

1994.0

6

0.2%

1967.159090909091

6

0.2%

2007.6888888888889

6

0.2%

1973.017857142857

5

0.2%

SMALLEST VALUES

1625.304054054054

1

<0.1%

1629.033333333333

1

<0.1%

1640.8869565217392

1

<0.1%

1662.4049079754602

1

<0.1%

1673.617283950617

1

<0.1%

1767.7469135802469

1

<0.1%

1795.593607305936

1

<0.1%

1845.981042654029

1

<0.1%

1846.578947368421

1

<0.1%

1846.781512605042

1

<0.1%

1848.1933701657456

1

<0.1%

1848.432258064516

1

<0.1%

1848.988700564972

1

<0.1%

1849.2472527472528

1

<0.1%

1849.4525139664804

1

<0.1%

LARGEST VALUES

2015.583333333333

1

<0.1%

2015.0

2

<0.1%

2014.590909090909

2

<0.1%

2013.952380952381

1

<0.1%

2013.91

1

<0.1%

2013.25

5

0.2%

2013.0277777777767

1

<0.1%

2012.7368421052636

1

<0.1%

2011.5625

1

<0.1%

2011.411764705883

1

<0.1%

2010.8846153846157

1

<0.1%

2010.375

2

<0.1%

2010.2619047619048

1

<0.1%

2010.233333333333

2

<0.1%

2010.095238095238

1

<0.1%

reform_mean_year_building_500

MISSING:

48

(2%)

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

reform_mean_year_building_1000

0.95

osm_catering_points_in_0.0075

-0.65

osm_catering_points_in_0.005

-0.65

osm_amenity_points_in_0.0075

-0.65

osm_catering_points_in_0.01

-0.65

osm_amenity_points_in_0.01

-0.65

osm_amenity_points_in_0.005

-0.64

osm_offices_points_in_0.01

-0.64

osm_offices_points_in_0.0075

-0.63

osm_hotels_points_in_0.01

-0.62

osm_offices_points_in_0.005

-0.62

osm_hotels_points_in_0.0075

-0.62

osm_shops_points_in_0.0075

-0.62

osm_shops_points_in_0.01

-0.62

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.68

floor

0.23

osm_culture_points_in_0.001

0.16

date

0.09

osm_offices_points_in_0.001

0.06

osm_finance_points_in_0.001

0.04

realty_type

0.04

osm_train_stop_points_in_0.0075

0.03

osm_train_stop_points_in_0.005

0.02

osm_building_points_in_0.001

0.01

price_type

0.00

MOST FREQUENT VALUES

1882.4125874125875

12

0.4%

1994.0

9

0.3%

2006.416666666667

9

0.3%

1848.4901960784316

8

0.3%

1975.0

7

0.2%

1966.2

7

0.2%

1991.611111111111

7

0.2%

1979.0

7

0.2%

1975.127659574468

7

0.2%

1970.0

6

0.2%

1980.5

6

0.2%

1956.2727272727277

6

0.2%

1988.0

6

0.2%

1994.888888888889

6

0.2%

1995.416666666667

6

0.2%

SMALLEST VALUES

1403.2142857142858

1

<0.1%

1549.1764705882354

1

<0.1%

1554.4347826086953

1

<0.1%

1602.478260869565

1

<0.1%

1668.416666666667

1

<0.1%

1695.4

1

<0.1%

1709.2222222222226

1

<0.1%

1733.5151515151513

1

<0.1%

1789.9384615384615

1

<0.1%

1825.1818181818185

1

<0.1%

1825.4545454545453

1

<0.1%

1827.2571428571423

1

<0.1%

1834.0

1

<0.1%

1837.196428571429

1

<0.1%

1837.6097560975609

1

<0.1%

LARGEST VALUES

2020.0

1

<0.1%

2018.0

1

<0.1%

2017.2857142857144

1

<0.1%

2017.0

1

<0.1%

2015.7

1

<0.1%

2015.636363636364

2

<0.1%

2015.2307692307693

2

<0.1%

2014.875

2

<0.1%

2014.571428571429

2

<0.1%

2014.5

1

<0.1%

2014.4444444444448

1

<0.1%

2014.25

1

<0.1%

2014.235294117647

1

<0.1%

2014.2142857142856

1

<0.1%

2014.0

1

<0.1%

region

MISSING:

---

TOP CATEGORIES

Красноярский край

436

15%

Иркутская область

285

10%

Санкт-Петербург

203

7%

Карелия

144

5%

Томская область

142

5%

Свердловская область

138

5%

Кемеровская область

134

5%

Нижегородская область

101

3%

Курская область

95

3%

Новосибирская область

83

3%

Белгородская область

83

3%

Калужская область

80

3%

Омская область

75

3%

Брянская область

71

2%

Саратовская область

66

2%

Пермский край

61

2%

Челябинская область

58

2%

(Other)

719

24%

ALL

2,974

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

region
PROVIDES INFORMATION ON...

price_type

1.00

osm_building_points_in_0.001

0.31

osm_train_stop_points_in_0.005

0.26

osm_train_stop_points_in_0.0075

0.25

osm_culture_points_in_0.001

0.20

floor

0.20

osm_offices_points_in_0.001

0.19

osm_finance_points_in_0.001

0.10

date

0.07

realty_type

0.05

THESE FEATURES
GIVE INFORMATION
ON region:

floor

0.12

date

0.06

osm_offices_points_in_0.001

0.04

osm_culture_points_in_0.001

0.02

osm_train_stop_points_in_0.0075

0.02

osm_finance_points_in_0.001

0.02

realty_type

0.02

osm_building_points_in_0.001

0.01

osm_train_stop_points_in_0.005

0.01

price_type

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

region
CORRELATION RATIO WITH...

lng

1.00

lat

0.97

osm_subway_closest_dist

0.95

osm_hotels_points_in_0.01

0.87

osm_offices_points_in_0.01

0.87

osm_hotels_points_in_0.0075

0.86

osm_city_nearest_population

0.86

osm_offices_points_in_0.0075

0.86

osm_catering_points_in_0.01

0.85

osm_shops_points_in_0.01

0.85

osm_catering_points_in_0.0075

0.84

osm_amenity_points_in_0.01

0.84

osm_hotels_points_in_0.005

0.84

osm_amenity_points_in_0.0075

0.83

lat

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_train_stop_closest_dist

0.32

osm_offices_points_in_0.01

0.31

osm_offices_points_in_0.0075

0.30

osm_leisure_points_in_0.01

0.29

osm_offices_points_in_0.005

0.29

osm_shops_points_in_0.01

0.28

osm_hotels_points_in_0.01

0.28

osm_leisure_points_in_0.0075

0.28

osm_hotels_points_in_0.0075

0.28

osm_healthcare_points_in_0.01

0.28

osm_shops_points_in_0.0075

0.27

osm_amenity_points_in_0.01

0.27

osm_catering_points_in_0.01

0.27

osm_hotels_points_in_0.005

0.27

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

0.97

floor

0.21

osm_offices_points_in_0.001

0.20

osm_train_stop_points_in_0.0075

0.14

osm_building_points_in_0.001

0.11

date

0.10

osm_culture_points_in_0.001

0.10

osm_train_stop_points_in_0.005

0.09

osm_finance_points_in_0.001

0.08

realty_type

0.03

price_type

0.00

MOST FREQUENT VALUES

59.92648000000001

12

0.4%

59.9281277

8

0.3%

55.326599

8

0.3%

44.887337

7

0.2%

56.0139139

7

0.2%

56.83356550000001

6

0.2%

46.0893624

6

0.2%

55.7512628

6

0.2%

56.02177140000001

6

0.2%

56.037415

6

0.2%

56.0474931

6

0.2%

54.96815970000001

5

0.2%

54.7557496

5

0.2%

56.043724

5

0.2%

59.9336

5

0.2%

SMALLEST VALUES

42.8142

1

<0.1%

42.82011

1

<0.1%

43.099106

1

<0.1%

43.09914000000001

1

<0.1%

43.11006500000001

1

<0.1%

43.11156

1

<0.1%

43.11528

3

0.1%

43.117325

1

<0.1%

43.118168

1

<0.1%

43.120094

1

<0.1%

43.1201229

2

<0.1%

43.12129

1

<0.1%

43.124565

1

<0.1%

43.510937

1

<0.1%

43.5868004

2

<0.1%

LARGEST VALUES

69.356995

1

<0.1%

69.3557

1

<0.1%

69.35332

1

<0.1%

69.35157

1

<0.1%

69.35054000000001

1

<0.1%

69.34697

2

<0.1%

65.99414

1

<0.1%

65.13453

1

<0.1%

65.11551

1

<0.1%

64.592766

1

<0.1%

64.53921

1

<0.1%

63.74564

1

<0.1%

63.742897

2

<0.1%

63.741615

1

<0.1%

63.56921

1

<0.1%

lng

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_leisure_points_in_0.01

-0.36

osm_leisure_points_in_0.0075

-0.36

osm_shops_points_in_0.01

-0.35

osm_shops_points_in_0.0075

-0.35

osm_shops_points_in_0.005

-0.34

osm_amenity_points_in_0.01

-0.33

osm_amenity_points_in_0.0075

-0.33

osm_amenity_points_in_0.005

-0.33

osm_offices_points_in_0.01

-0.32

osm_leisure_points_in_0.005

-0.31

osm_offices_points_in_0.0075

-0.31

osm_offices_points_in_0.005

-0.31

osm_healthcare_points_in_0.01

-0.30

osm_healthcare_points_in_0.0075

-0.29

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

region

1.00

floor

0.26

osm_offices_points_in_0.001

0.20

osm_culture_points_in_0.001

0.15

osm_train_stop_points_in_0.0075

0.13

date

0.13

osm_finance_points_in_0.001

0.11

osm_building_points_in_0.001

0.11

osm_train_stop_points_in_0.005

0.09

realty_type

0.07

price_type

0.00

MOST FREQUENT VALUES

36.14790822132834

1

<0.1%

59.96251250212973

1

<0.1%

43.950275215250215

1

<0.1%

60.589641245737255

1

<0.1%

39.603113866881024

1

<0.1%

20.505150378910702

1

<0.1%

65.57279652505841

1

<0.1%

20.514345298738505

1

<0.1%

92.8966337054038

1

<0.1%

60.62407470004399

1

<0.1%

34.339628139124585

1

<0.1%

65.54329125959924

1

<0.1%

73.44361587685252

1

<0.1%

82.92434635327369

1

<0.1%

82.93743250780685

1

<0.1%

SMALLEST VALUES

20.142403579818147

1

<0.1%

20.14300471991001

1

<0.1%

20.45215532232917

1

<0.1%

20.46748391586924

1

<0.1%

20.472431745463947

1

<0.1%

20.472494322503657

1

<0.1%

20.47298364455293

1

<0.1%

20.473580935429336

1

<0.1%

20.47366206464072

1

<0.1%

20.47369221237415

1

<0.1%

20.4738250217976

1

<0.1%

20.47390370403296

1

<0.1%

20.476609956332528

1

<0.1%

20.47963730158839

1

<0.1%

20.4807265582671

1

<0.1%

LARGEST VALUES

132.87223153914752

1

<0.1%

132.86571988138115

1

<0.1%

131.95172170416566

1

<0.1%

131.94968376021342

1

<0.1%

131.94439711763928

1

<0.1%

131.93985035581886

1

<0.1%

131.90142793113816

1

<0.1%

131.89562234069814

1

<0.1%

131.89332222315556

1

<0.1%

131.89246119497108

1

<0.1%

131.8922657415106

1

<0.1%

131.89226316803712

1

<0.1%

131.88661056692794

1

<0.1%

131.88489584339376

1

<0.1%

131.88057996908086

1

<0.1%

total_square

MISSING:

---

>

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

osm_transport_stop_points_in_0.005

0.05

reform_count_of_houses_500

-0.05

osm_crossing_points_in_0.001

0.05

osm_transport_stop_points_in_0.01

0.04

osm_transport_stop_points_in_0.0075

0.04

osm_culture_points_in_0.01

0.03

osm_train_stop_closest_dist

-0.03

reform_house_population_500

-0.03

osm_train_stop_points_in_0.01

0.03

osm_culture_points_in_0.0075

0.03

reform_count_of_houses_1000

-0.03

osm_transport_stop_closest_dist

-0.03

osm_city_closest_dist

-0.03

osm_subway_closest_dist

-0.03

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

floor

0.31

region

0.17

osm_train_stop_points_in_0.0075

0.12

date

0.07

osm_finance_points_in_0.001

0.06

osm_culture_points_in_0.001

0.05

realty_type

0.05

osm_train_stop_points_in_0.005

0.04

osm_offices_points_in_0.001

0.03

osm_building_points_in_0.001

0.02

price_type

0.00

MOST FREQUENT VALUES

156.14899551575306

1

<0.1%

113.9960555101823

1

<0.1%

17713.066159432474

1

<0.1%

1825.745529598509

1

<0.1%

432.5789577328245

1

<0.1%

332.3921262376432

1

<0.1%

114.84827987713776

1

<0.1%

539.6203496006307

1

<0.1%

115.3981341010464

1

<0.1%

252.9636638635409

1

<0.1%

49.259027249276215

1

<0.1%

272.1163187827234

1

<0.1%

209.9302043387651

1

<0.1%

114.88810298267828

1

<0.1%

327.49991356756533

1

<0.1%

SMALLEST VALUES

7.279623396613401

1

<0.1%

7.633542075695523

1

<0.1%

7.724596167253223

1

<0.1%

7.8027865042947075

1

<0.1%

9.181471241789708

1

<0.1%

9.185020023550482

1

<0.1%

9.418087607399324

1

<0.1%

9.744818831328628

1

<0.1%

10.525417479695024

1

<0.1%

10.952155514568268

1

<0.1%

11.661234599046097

1

<0.1%

12.189951229921355

1

<0.1%

12.502647714778751

1

<0.1%

12.515895245078154

1

<0.1%

13.08981372923888

1

<0.1%

LARGEST VALUES

31124.72542634959

1

<0.1%

19063.635421364743

1

<0.1%

17713.066159432474

1

<0.1%

14341.916918606916

1

<0.1%

13718.689728573105

1

<0.1%

12497.837475622202

1

<0.1%

7372.804431705549

1

<0.1%

7338.775977911321

1

<0.1%

7229.268978740127

1

<0.1%

7026.139218455442

1

<0.1%

6956.4926946336645

1

<0.1%

6683.779612837374

1

<0.1%

6297.922113015391

1

<0.1%

5829.621136994232

1

<0.1%

5785.124955203907

1

<0.1%

street

MISSING:

6

(<1%)

74

2%

-

S12711

44

1%

-

S9675

32

1%

-

S24233

31

1%

-

S13992

27

<1%

-

S10922

26

<1%

-

S14617

24

<1%

-

S14410

24

<1%

-

S11347

23

<1%

-

S31918

20

<1%

-

S6089

19

<1%

-

S15441

19

<1%

-

S2336

18

<1%

-

S2095

18

<1%

-

S6671

18

<1%

-

S10442

17

<1%

-

S14207

16

<1%

-

S3265

16

<1%

-

S4157

16

<1%

-

S7108

16

<1%

-

S12321

16

<1%

-

S32158

15

<1%

-

S27481

15

<1%

-

S14828

15

<1%

-

S19208

14

<1%

-

S28925

14

<1%

-

S19729

14

<1%

-

S2682

13

<1%

-

S17172

13

<1%

-

S20658

13

<1%

-

S9256

13

<1%

-

S32174

13

<1%

-

S20543

12

<1%

-

S7705

12

<1%

-

S17147

12

<1%

-

S20527

11

<1%

-

S25086

11

<1%

-

S18486

11

<1%

-

S7137

11

<1%

-

S25549

11

<1%

-

S28017

11

<1%

-

S31937

11

<1%

-

S2181

10

<1%

-

S19642

10

<1%

-

S3435

10

<1%

-

S11431

9

<1%

-

S23924

9

<1%

-

S9671

9

<1%

-

S13951

9

<1%

-

S11220

9

<1%

-

S32134

9

<1%

-

S14239

9

<1%

-

S2108

9

<1%

-

S27968

9

<1%

-

S12785

9

<1%

-

S19076

9

<1%

-

S24620

9

<1%

-

S5611

9

<1%

-

S18724

8

<1%

-

S6517

8

<1%

-

S21661

2,026

68%

-

(Other)

date

MISSING:

---

TOP CATEGORIES

2020-12-27

245

8%

2020-11-22

225

8%

2020-12-06

210

7%

2020-10-25

208

7%

2020-11-15

205

7%

2020-09-13

191

6%

2020-12-20

189

6%

2020-11-29

175

6%

2020-12-13

173

6%

2020-09-20

172

6%

2020-11-08

170

6%

2020-11-01

164

6%

2020-09-27

149

5%

2020-10-11

143

5%

2020-10-18

136

5%

2020-09-06

111

4%

2020-10-04

108

4%

ALL

2,974

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

date
PROVIDES INFORMATION ON...

price_type

1.00

osm_train_stop_points_in_0.005

0.12

floor

0.09

osm_train_stop_points_in_0.0075

0.09

osm_building_points_in_0.001

0.07

region

0.06

osm_culture_points_in_0.001

0.05

osm_offices_points_in_0.001

0.04

osm_finance_points_in_0.001

0.02

realty_type

0.01

THESE FEATURES
GIVE INFORMATION
ON date:

region

0.07

floor

0.07

osm_offices_points_in_0.001

0.01

osm_train_stop_points_in_0.0075

0.01

osm_culture_points_in_0.001

0.01

osm_train_stop_points_in_0.005

0.01

osm_finance_points_in_0.001

0.00

realty_type

0.00

osm_building_points_in_0.001

0.00

price_type

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

date
CORRELATION RATIO WITH...

lng

0.13

lat

0.10

osm_train_stop_closest_dist

0.10

osm_crossing_closest_dist

0.10

osm_city_closest_dist

0.10

osm_offices_points_in_0.005

0.10

osm_finance_points_in_0.01

0.10

osm_offices_points_in_0.01

0.10

osm_leisure_points_in_0.0075

0.09

osm_shops_points_in_0.001

0.09

osm_offices_points_in_0.0075

0.09

reform_mean_year_building_500

0.09

osm_hotels_points_in_0.01

0.09

osm_catering_points_in_0.01

0.09

realty_type

MISSING:

---

TOP CATEGORIES

10

1,478

50%

100

873

29%

110

623

21%

ALL

2,974

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

realty_type
PROVIDES INFORMATION ON...

price_type

1.00

floor

0.05

osm_train_stop_points_in_0.005

0.02

osm_offices_points_in_0.001

0.02

region

0.02

osm_building_points_in_0.001

0.02

osm_culture_points_in_0.001

0.01

osm_train_stop_points_in_0.0075

0.01

osm_finance_points_in_0.001

0.01

date

0.00

THESE FEATURES
GIVE INFORMATION
ON realty_type:

floor

0.10

region

0.05

osm_offices_points_in_0.001

0.01

date

0.01

osm_culture_points_in_0.001

0.00

osm_train_stop_points_in_0.005

0.00

osm_finance_points_in_0.001

0.00

osm_train_stop_points_in_0.0075

0.00

osm_building_points_in_0.001

0.00

price_type

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

realty_type
CORRELATION RATIO WITH...

osm_crossing_points_in_0.01

0.11

osm_crossing_points_in_0.0075

0.11

osm_crossing_points_in_0.005

0.10

osm_finance_points_in_0.0075

0.10

osm_finance_points_in_0.01

0.10

osm_city_nearest_population

0.09

osm_shops_points_in_0.001

0.09

osm_finance_points_in_0.005

0.09

osm_city_closest_dist

0.08

osm_offices_points_in_0.005

0.07

osm_amenity_points_in_0.001

0.07

lng

0.07

osm_historic_points_in_0.01

0.07

osm_subway_closest_dist

0.06

price_type

MISSING:

---

TOP CATEGORIES

1

2,974

100%

ALL

2,974

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

price_type
PROVIDES INFORMATION ON...

osm_building_points_in_0.001

0.00

date

0.00

osm_offices_points_in_0.001

0.00

region

0.00

osm_finance_points_in_0.001

0.00

osm_train_stop_points_in_0.0075

0.00

realty_type

0.00

osm_culture_points_in_0.001

-0.00

floor

-0.00

osm_train_stop_points_in_0.005

-0.00

THESE FEATURES
GIVE INFORMATION
ON price_type:

floor

1.00

osm_building_points_in_0.001

1.00

osm_culture_points_in_0.001

1.00

osm_finance_points_in_0.001

1.00

osm_offices_points_in_0.001

1.00

osm_train_stop_points_in_0.005

1.00

osm_train_stop_points_in_0.0075

1.00

region

1.00

date

1.00

realty_type

1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

price_type
CORRELATION RATIO WITH...

osm_amenity_points_in_0.001

0.00

osm_amenity_points_in_0.005

0.00

osm_amenity_points_in_0.0075

0.00

osm_amenity_points_in_0.01

0.00

osm_building_points_in_0.005

0.00

osm_building_points_in_0.0075

0.00

osm_building_points_in_0.01

0.00

osm_catering_points_in_0.001

0.00

osm_catering_points_in_0.005

0.00

osm_catering_points_in_0.0075

0.00

osm_catering_points_in_0.01

0.00

osm_city_closest_dist

0.00

osm_city_nearest_population

0.00

osm_crossing_closest_dist

0.00